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jinchat-server
Unverified 提交 241e19a9 作者: LuoQianhong 提交者： GitHub
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Merge branch 'dev' into fix/kbs_interface_adjust

上级 3efd408f ef5bab1d
正在显示 包含 1150 行增加 和 5 行删除
README.md
...@@ -229,7 +229,7 @@ Web UI 可以实现如下功能： ...@@ -229,7 +229,7 @@ Web UI 可以实现如下功能：
- [x] VUE 前端 - [x] VUE 前端
## 项目交流群 ## 项目交流群
<img src="img/qr_code_32.jpg" alt="二维码" width="300" height="300" /> <img src="img/qr_code_33.jpg" alt="二维码" width="300" height="300" />
🎉 langchain-ChatGLM 项目微信交流群，如果你也对本项目感兴趣，欢迎加入群聊参与讨论交流。 🎉 langchain-ChatGLM 项目微信交流群，如果你也对本项目感兴趣，欢迎加入群聊参与讨论交流。
chains/local_doc_qa.py
...@@ -17,6 +17,7 @@ import models.shared as shared ...@@ -17,6 +17,7 @@ import models.shared as shared
from agent import bing_search from agent import bing_search
from langchain.docstore.document import Document from langchain.docstore.document import Document
from functools import lru_cache from functools import lru_cache
from textsplitter.zh_title_enhance import zh_title_enhance
# patch HuggingFaceEmbeddings to make it hashable # patch HuggingFaceEmbeddings to make it hashable
...@@ -56,7 +57,7 @@ def tree(filepath, ignore_dir_names=None, ignore_file_names=None): ...@@ -56,7 +57,7 @@ def tree(filepath, ignore_dir_names=None, ignore_file_names=None):
return ret_list, [os.path.basename(p) for p in ret_list] return ret_list, [os.path.basename(p) for p in ret_list]
def load_file(filepath, sentence_size=SENTENCE_SIZE): def load_file(filepath, sentence_size=SENTENCE_SIZE, using_zh_title_enhance=ZH_TITLE_ENHANCE):
if filepath.lower().endswith(".md"): if filepath.lower().endswith(".md"):
loader = UnstructuredFileLoader(filepath, mode="elements") loader = UnstructuredFileLoader(filepath, mode="elements")
docs = loader.load() docs = loader.load()
...@@ -79,6 +80,8 @@ def load_file(filepath, sentence_size=SENTENCE_SIZE): ...@@ -79,6 +80,8 @@ def load_file(filepath, sentence_size=SENTENCE_SIZE):
loader = UnstructuredFileLoader(filepath, mode="elements") loader = UnstructuredFileLoader(filepath, mode="elements")
textsplitter = ChineseTextSplitter(pdf=False, sentence_size=sentence_size) textsplitter = ChineseTextSplitter(pdf=False, sentence_size=sentence_size)
docs = loader.load_and_split(text_splitter=textsplitter) docs = loader.load_and_split(text_splitter=textsplitter)
if using_zh_title_enhance:
docs = zh_title_enhance(docs)
write_check_file(filepath, docs) write_check_file(filepath, docs)
return docs return docs
......
configs/model_config.py
...@@ -174,3 +174,8 @@ BING_SEARCH_URL = "https://api.bing.microsoft.com/v7.0/search" ...@@ -174,3 +174,8 @@ BING_SEARCH_URL = "https://api.bing.microsoft.com/v7.0/search"
# 此外，如果是在服务器上，报Failed to establish a new connection: [Errno 110] Connection timed out # 此外，如果是在服务器上，报Failed to establish a new connection: [Errno 110] Connection timed out
# 是因为服务器加了防火墙，需要联系管理员加白名单，如果公司的服务器的话，就别想了GG # 是因为服务器加了防火墙，需要联系管理员加白名单，如果公司的服务器的话，就别想了GG
BING_SUBSCRIPTION_KEY = "" BING_SUBSCRIPTION_KEY = ""
# 是否开启中文标题加强，以及标题增强的相关配置
# 通过增加标题判断，判断哪些文本为标题，并在metadata中进行标记；
# 然后将文本与往上一级的标题进行拼合，实现文本信息的增强。
ZH_TITLE_ENHANCE = False
knowledge_base/samples/isssues_merge/langchain-ChatGLM_closed.csv 0 → 100644
,title,file,url,detail,id
0,加油~以及一些建议,2023-03-31.0002,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/2,加油，我认为你的方向是对的。,0
1,当前的运行环境是什么，windows还是Linux,2023-04-01.0003,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/3,当前的运行环境是什么，windows还是Linux，python是什么版本？,1
2,请问这是在CLM基础上运行吗？,2023-04-01.0004,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/4,请问是不是需要本地安装好clm并正常运行的情况下，再按文中的步骤执行才能运行起来？,2
3,[复现问题] 构造 prompt 时从知识库中提取的文字乱码,2023-04-01.0005,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/5,hi，我在尝试复现 README 中的效果，也使用了 ChatGLM-6B 的 README 作为输入文本，但发现从知识库中提取的文字是乱码，导致构造的 prompt 不可用。想了解如何解决这个问题。,3
4,后面能否加入上下文对话功能？,2023-04-02.0006,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/6,目前的get_wiki_agent_answer函数中已经实现了历史消息传递的功能，后面我再确认一下是否有langchain中model调用过程中是否传递了chat_history。,4
5,请问：纯cpu可以吗？,2023-04-03.0007,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/7,很酷的实现，极大地开拓了我的眼界！很顺利的在gpu机器上运行了,5
6,运行报错：AttributeError: 'NoneType' object has no attribute 'message_types_by_name',2023-04-03.0008,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/8,报错：,6
7,运行环境：GPU需要多大的？,2023-04-03.0009,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/9,如果按照THUDM/ChatGLM-6B的说法，使用的GPU大小应该在13GB左右，但运行脚本后，占用了24GB还不够。,7
8,请问本地知识的格式是什么？,2023-04-03.0010,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/10,已测试格式包括docx、md文件中的文本信息，具体格式可以参考 [langchain文档](https://python.langchain.com/en/latest/modules/indexes/document_loaders/examples/unstructured_file.html?highlight=pdf#),8
9,24G的显存还是爆掉了，是否支持双卡运行,2023-04-03.0011,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/11,RuntimeError: CUDA out of memory. Tried to allocate 96.00 MiB (GPU 0; 23.70 GiB total capacity; 22.18 GiB already allocated; 12.75 MiB free; 22.18 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation. See documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF,9
10,你怎么知道embeddings方式和模型训练时候的方式是一样的?,2023-04-03.0012,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/12,embedding和LLM的方式不用一致，embedding能够解决语义检索的需求就行。这个项目里用到embedding是在对本地知识建立索引和对问句转换成向量的过程。,10
11,是否能提供本地知识文件的格式？,2023-04-04.0013,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/13,是否能提供本地知识文件的格式？,11
12,是否可以像清华原版跑在8G一以下的卡？,2023-04-04.0016,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/16,是否可以像清华原版跑在8G一以下的卡？我的8G卡爆显存了🤣🤣🤣,12
13,请教一下langchain协调使用向量库和chatGLM工作的,2023-04-05.0018,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/18,代码里面这段是创建问答模型的，会接入ChatGLM和本地语料的向量库，langchain回答的时候是怎么个优先顺序？先搜向量库，没有再找chatglm么？ 还是什么机制？,13
14,在mac m2max上抛出了ValueError: 150001 is not in list这个异常,2023-04-05.0019,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/19,我把chatglm_llm.py加载模型的代码改成如下,14
15,程序运行后一直卡住,2023-04-05.0020,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/20,感谢作者的付出，不过本人在运行时出现了问题，请大家帮助。,15
16,问一下chat_history的逻辑,2023-04-06.0022,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/22,感谢开源。,16
17,为什么每次运行都会loading checkpoint,2023-04-06.0023,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/23,我把这个embeding模型下载到本地后，无法正常启动。,17
18,本地知识文件能否上传一些示例？,2023-04-06.0025,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/25,如题，怎么构造知识文件，效果更好？能否提供一个样例,18
19,What version of you are using?,2023-04-06.0026,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/26,"Hi Panda, I saw the `pip install -r requirements` command in README, and want to confirm you are using python2 or python3? because my pip and pip3 version are all is 22.3.",19
20,有兴趣交流本项目应用的朋友可以加一下微信群,2023-04-07.0027,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/27,![IMG_1630](https://user-images.githubusercontent.com/5668498/230533162-8b9bfcdd-249c-4efe-b066-4f9ba2ce9f23.jpeg),20
21,本地知识越多，回答时检索的时间是否会越长,2023-04-07.0029,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/29,是的 因为需要进行向量匹配检索,21
22,爲啥最後還是報錯 哭。。,2023-04-07.0030,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/30,Failed to import transformers.models.t5.configuration_t5 because of the following error (look up to see,22
23,对话到第二次的时候就报错UnicodeDecodeError: 'utf-8' codec can't decode,2023-04-07.0031,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/31,对话第一次是没问题的，模型返回输出后又给到请输入你的问题，我再输入问题就报错,23
24,用的in4的量化版本，推理的时候显示需要申请10Gb的显存,2023-04-07.0033,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/33,"File ""/root/.cache/huggingface/modules/transformers_modules/chatglm-6b-int4-qe/modeling_chatglm.py"", line 581, in forward",24
25,使用colab运行，python3.9，提示包导入有问题,2023-04-07.0034,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/34,"from ._util import is_directory, is_path",25
26,运行失败，Loading checkpoint未达到100%被kill了，请问下是什么原因？,2023-04-07.0035,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/35,日志如下：,26
27,弄了个交流群，自己弄好多细节不会，大家技术讨论 加connection-image 我来拉你,2023-04-08.0036,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/36,自己搞好多不清楚的，一起来弄吧。。准备搞个部署问题的解决文档出来,27
28,Error using the new version with langchain,2023-04-09.0043,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/43,Error with the new changes:,28
29,程序报错torch.cuda.OutOfMemoryError如何解决？,2023-04-10.0044,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/44,报错详细信息如下：,29
30,qa的训练数据格式是如何设置的,2023-04-10.0045,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/45,本项目不是使用微调的方式，所以并不涉及到训练过程。,30
31,The FileType.UNK file type is not supported in partition. 解决办法,2023-04-10.0046,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/46,ValueError: Invalid file /home/yawu/Documents/langchain-ChatGLM-master/data. The FileType.UNK file type is not supported in partition.,31
32,如何读取多个txt文档？,2023-04-10.0047,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/47,如题，请教一下如何读取多个txt文档？示例代码中只给了读一个文档的案例，这个input我换成string之后也只能指定一个文档，无法用通配符指定多个文档，也无法传入多个文件路径的列表。,32
33,nltk package unable to either download or load local nltk_data folder,2023-04-10.0049,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/49,I'm running this project on an offline Windows Server environment so I download the Punkt and averaged_perceptron_tagger tokenizer in this directory:,33
34,requirements.txt中需要指定langchain版本,2023-04-11.0055,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/55,langchain版本0.116下无法引入RetrievalQA，需要指定更高版本（0.136版本下无问题）,34
35,Demo演示无法给出输出内容,2023-04-12.0059,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/59,你好，测试了项目自带新闻稿示例和自行上传的一个文本，可以加载进去，但是无法给出答案，请问属于什么情况，如何解决，谢谢。PS: 1、今天早上刚下载全部代码；2、硬件服务器满足要求；3、按操作说明正常操作。,35
36,群人数过多无法进群，求帮忙拉进群,2023-04-12.0061,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/61,您好，您的群人数超过了200人，目前无法通过二维码加群，请问您方便加我微信拉我进群吗？万分感谢,36
37,群人数已满，求大佬拉入群,2023-04-12.0062,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/62,已在README中更新拉群二维码,37
38,requirements中langchain版本错误,2023-04-12.0065,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/65,langchain版本应该是0.0.12而不是0.0.120,38
39,Linux : Searchd in,2023-04-13.0068,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/68,import nltk,39
40,No sentence-transformers model found,2023-04-13.0069,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/69,加载不了这个模型，错误原因是找不到这个模型，但是路径是配置好了的,40
41,Error loading punkt: <urlopen error [Errno 111] Connection,2023-04-13.0070,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/70,运行knowledge_based_chatglm.py，出现nltk报错，具体情况如下：,41
42,[不懂就问] ptuning数据集格式,2023-04-13.0072,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/72,大家好请教 微调数据集的格式有什么玄机吗？我看 ChatGLM-6B/ptuning/readme.md的demo数据集ADGEN里content为啥都写成 类型#裙*风格#简约 这种格式的？这里面有啥玄机的？ 特此请教,42
43,Embedding model请教,2023-04-13.0074,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/74,您好，我看到项目里的embedding模型用的是：GanymedeNil/text2vec-large-chinese，请问这个项目里的embedding模型可以直接用ChatGLM嘛？,43
44,Macbook M1 运行 webui.py 时报错，请问是否可支持M系列芯片,2023-04-13.0080,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/80,```,44
45,new feature: 添加对P-tunningv2微调后的模型支持,2023-04-14.0099,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/99,能否添加新的功能，对使用[P-tunningv2](https://github.com/THUDM/ChatGLM-6B/tree/main/ptuning)微调chatglm后的模型提供加载支持,45
46,txt文件加载成功，但读取报错,2023-04-15.0106,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/106,最新版的代码。比较诡异的是我的电脑是没有D盘的，报错信息里怎么有个D盘出来了...,46
47,模型加载成功？文件无法导入。,2023-04-15.0107,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/107,所有模型均在本地。,47
48,请问用的什么操作系统呢？,2023-04-16.0110,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/110,ubuntu、centos还是windows？,48
49,报错ModuleNotFoundError: No module named 'configs.model_config',2023-04-17.0112,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/112,更新代码后，运行webui.py，报错ModuleNotFoundError: No module named 'configs.model_config'。未查得解决方法。,49
50,问特定问题会出现爆显存,2023-04-17.0116,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/116,正常提问没问题。,50
51,loading进不去？,2023-04-18.0127,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/127,在linux系统上python webui.py之后打开网页，一直在loading，是不是跟我没装detectron2有关呢？,51
52,本地知识内容数量限制？,2023-04-18.0129,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/129,本地知识文件类型是txt，超过5条以上的数据，提问的时候就爆显存了。,52
53,我本来也计划做一个类似的产品，看来不用从头开始做了,2023-04-18.0130,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/130,文本切割，还有优化空间吗？微信群已经加不进去了。,53
54,load model failed. 加载模型失败,2023-04-18.0132,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/132,```,54
55,如何在webui里回答时同时返回引用的本地数据内容？,2023-04-18.0133,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/133,如题,55
56,交流群满200人加不了了，能不能给个负责人的联系方式拉我进群？,2023-04-20.0143,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/143,同求,56
57,No sentence-transformers model found with name ‘/text2vec/‘，但是再路径下面确实有模型文件,2023-04-20.0145,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/145,另外：The dtype of attention mask (torch.int64) is not bool,57
58,请问加载模型的路径在哪里修改，默认好像前面会带上transformers_modules.,2023-04-20.0148,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/148,"<img width=""1181"" alt=""1681977897052"" src=""https://user-images.githubusercontent.com/30926001/233301106-3846680a-d842-41d2-874e-5b6514d732c4.png"">",58
59,为啥放到方法调用会出错，这个怎么处理？,2023-04-20.0150,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/150,```python,59
60,No sentence-transformers model found with name C:\Users\Administrator/.cache\torch\sentence_transformers\GanymedeNil_text2vec-large-chinese. Creating a new one with MEAN pooling.,2023-04-21.0154,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/154,卡在这块很久是正常现象吗,60
61,微信群需要邀请才能加入,2023-04-21.0155,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/155,RT，给个个人联系方式白,61
62,No sentence-transformers model found with name GanymedeNil/text2vec-large-chinese. Creating a new one with MEAN pooling,2023-04-21.0156,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/156,ls GanymedeNil/text2vec-large-chinese,62
63,embedding会加载两次,2023-04-23.0159,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/159,你好，为什么要这样设置呢，这样会加载两次呀。,63
64,扫二维码加的那个群，群成员满了进不去了,2023-04-23.0160,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/160,如题,64
65,执行python3 cli_demo.py 报错AttributeError: 'NoneType' object has no attribute 'chat',2023-04-24.0163,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/163,"刚开始怀疑是内存不足问题，换成int4,int4-qe也不行，有人知道是什么原因吗",65
66,匹配得分,2023-04-24.0167,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/167,在示例cli_demo.py中返回的匹配文本没有对应的score，可以加上这个feature吗,66
67,大佬有计划往web_ui.py加入打字机功能吗,2023-04-25.0170,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/170,目前在载入了知识库后，单张V100 32G在回答垂直领域的问题时也需要20S以上，没有打字机逐字输出的使用体验还是比较煎熬的....,67
68,Is it possible to use a verctorDB for the embedings?,2023-04-25.0171,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/171,"when I play, I have to load the local data again and again when to start. I wonder if it is possible to use",68
69,请问通过lora训练官方模型得到的微调模型文件该如何加载？,2023-04-25.0173,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/173,通过lora训练的方式得到以下文件:,69
70,from langchain.chains import RetrievalQA的代码在哪里？,2023-04-25.0174,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/174,local_doc_qa.py,70
71,哪里有knowledge_based_chatglm.py文件？怎么找不到了？？是被替换成cli_demo.py文件了吗？,2023-04-26.0175,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/175,哪里有knowledge_based_chatglm.py文件？怎么找不到了？？是被替换成cli_demo.py文件了吗？,71
72,AttributeError: 'Chatbot' object has no attribute 'value',2023-04-26.0177,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/177,Traceback (most recent call last):,72
73,控制台调api.py报警告,2023-04-26.0178,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/178,"you must pass the application as an import string to enable ""reload"" or ""workers""",73
74,如何加入群聊,2023-04-27.0183,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/183,微信群超过200人了，需要邀请，如何加入呢？,74
75,如何将Chatglm和本地知识相结合,2023-04-27.0185,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/185,您好，我想请教一下怎么才能让知识库匹配到的文本和chatglm生成的相结合，而不是说如果没搜索到，就说根据已知信息无法回答该问题，谢谢,75
76,一点建议,2023-04-27.0189,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/189,1.weiui的get_vector_store方法里面添加一个判断以兼容gradio版本导致的上传异常,76
77,windows环境下，按照教程，配置好conda环境，git完项目，修改完模型路径相关内容后，运行demo报错缺少,2023-04-28.0194,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/194,报错代码如下：,77
78,ValueError: too many values to unpack (expected 2),2023-04-28.0198,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/198,"When i tried to use the non-streaming, `ValueError: too many values to unpack (expected 2)` error came out.",78
79,加载doc后覆盖原本知识,2023-04-28.0201,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/201,加载较大量级的私有知识库后，原本的知识会被覆盖,79
80,自定义知识库回答效果很差,2023-04-28.0203,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/203,"请问加了自定义知识库知识库,回答效果很差，是因为数据量太小的原因么",80
81,python310下，安装pycocotools失败，提示低版本cython，实际已安装高版本,2023-04-29.0208,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/208,RT，纯离线环境安装，依赖安装的十分艰难，最后碰到pycocotools，始终无法安装上，求教方法！,81
82,[FEATURE] 支持 RWKV 模型（目前已有 pip package & rwkv.cpp 等等）,2023-05-01.0216,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/216,您好，我是 RWKV 的作者，介绍见：https://zhuanlan.zhihu.com/p/626083366,82
83,[BUG] 为啥主机/服务器不联网不能正常启动服务？,2023-05-02.0220,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/220,**问题描述 / Problem Description**,83
84,[BUG] 简洁阐述问题 / Concise description of the issue,2023-05-03.0222,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/222,**local variable 'torch' referenced before assignment**,84
85,不支持txt文件的中文输入,2023-05-04.0235,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/235,"vs_path, _ = local_doc_qa.init_knowledge_vector_store(filepath)",85
86,文件均未成功加载，请检查依赖包或替换为其他文件再次上传。 文件未成功加载，请重新上传文件,2023-05-05.0237,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/237,请大佬帮忙解决，谢谢！,86
87,[BUG] 使用多卡时chatglm模型加载两次,2023-05-05.0241,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/241,chatglm_llm.py文件下第129行先加载了一次chatglm模型，第143行又加载了一次,87
88,[BUG] similarity_search_with_score_by_vector函数返回多个doc时的score结果错误,2023-05-06.0252,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/252,**问题描述 / Problem Description**,88
89,可以再建一个交流群吗，这个群满了进不去。,2023-05-06.0255,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/255,上午应该已经在readme里更新过了，如果不能添加可能是网页缓存问题，可以试试看直接扫描img/qr_code_12.jpg,89
90,请问这是什么错误哇？KeyError: 'serialized_input',2023-05-06.0257,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/257,运行“python webui.py” 后这是什么错误？怎么解决啊？,90
91,修改哪里的代码，可以再cpu上跑？,2023-05-06.0258,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/258,**问题描述 / Problem Description**,91
92,ModuleNotFoundError: No module named 'modelscope',2023-05-07.0266,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/266,安装这个,92
93,加载lora微调模型时，lora参数加载成功，但显示模型未成功加载？,2023-05-08.0270,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/270,什么原因呀？,93
94,[BUG] 运行webui.py报错：name 'EMBEDDING_DEVICE' is not defined,2023-05-08.0274,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/274,解决了，我修改model_config时候把这个变量改错了,94
95,基于ptuning训练完成，新老模型都进行了加载，但是只有新的,2023-05-08.0280,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/280,licitly passing a `revision` is encouraged when loading a model with custom code to ensure no malicious code has been contributed in a newer revision.,95
96,[BUG] 使用chatyuan模型时，对话Error，has no attribute 'stream_chat',2023-05-08.0282,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/282,**问题描述 / Problem Description**,96
97,chaglm调用过程中 _call提示有一个 stop,2023-05-09.0286,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/286,**功能描述 / Feature Description**,97
98,Logger._log() got an unexpected keyword argument 'end',2023-05-10.0295,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/295,使用cli_demo的时候，加载一个普通txt文件，输入问题后，报错：“TypeError: Logger._log() got an unexpected keyword argument 'end'”,98
99,[BUG] 请问可以解释下这个FAISS.similarity_search_with_score_by_vector = similarity_search_with_score_by_vector的目的吗,2023-05-10.0296,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/296,我不太明白这个库自己写的similarity_search_with_score_by_vector方法做的事情，因为langchain原版的similarity_search_with_score_by_vector只是search faiss之后把返回的topk句子组合起来。我觉得原版理解起来没什么问题，但是这个库里自己写的我就没太看明白多做了什么其他的事情，因为没有注释。,99
100,[BUG] Windows下上传中文文件名文件，faiss无法生成向量数据库文件,2023-05-11.0318,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/318,**问题描述 / Problem Description**,100
101,cli_demo中的流式输出能否接着前一答案输出?,2023-05-11.0320,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/320,现有流式输出结果样式为:,101
102,内网部署时网页无法加载，能否增加离线静态资源,2023-05-12.0326,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/326,内网部署时网页无法加载，能否增加离线静态资源,102
103,我想把文件字符的编码格式改为encoding='utf-8'在哪修改呢，因为会有ascii codec can't decode byte报错,2023-05-14.0360,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/360,上传中文的txt文件时报错，编码格式为utf-8,103
104,Batches的进度条是在哪里设置的?能否关闭显示?,2023-05-15.0366,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/366,"使用cli_demo.py进行命令行测试时,每句回答前都有个Batches的进度条",104
105,ImportError: dlopen: cannot load any more object with static TLS or Segmentation fault,2023-05-15.0368,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/368,**问题描述 / Problem Description**,105
106,读取PDF时报错,2023-05-16.0373,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/373,在Colab上执行cli_demo.py时，在路径文件夹里放了pdf文件，在加载的过程中会显示错误，然后无法加载PDF文件,106
107,[BUG] webui报错 InvalidURL,2023-05-16.0375,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/375,python 版本：3.8.16,107
108,[FEATURE] 如果让回答不包含出处，应该怎么处理,2023-05-16.0380,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/380,**功能描述 / Feature Description**,108
109,加载PDF文件时，出现 unsupported colorspace for 'png',2023-05-16.0381,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/381,**问题描述 / Problem Description**,109
110,'ascii' codec can't encode characters in position 14-44: ordinal not in range(128) 经典bug,2023-05-16.0382,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/382,添加了知识库之后进行对话，之后再新增知识库就会出现这个问题。,110
111,微信群人数超过200了，扫码进不去了，群主可以再创建一个新群吗,2023-05-17.0391,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/391,**功能描述 / Feature Description**,111
112,TypeError: 'ListDocsResponse' object is not subscriptable,2023-05-17.0393,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/393,应该是用remain_docs.code和remain_docs.data吧？吗？,112
113,[BUG] 加载chatglm模型报错：'NoneType' object has no attribute 'message_types_by_name',2023-05-17.0398,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/398,**问题描述 / Problem Description**,113
114,[BUG] 执行 python webui.py 没有报错，但是ui界面提示 Something went wrong Expecting value: line 1 column 1 (char 0,2023-05-18.0399,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/399,**环境配置**,114
115,启动后调用api接口正常，过一会就不断的爆出 Since the angle classifier is not initialized,2023-05-18.0404,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/404,**问题描述 / Problem Description**,115
116,[BUG] write_check_file方法中，open函数未指定编码,2023-05-18.0408,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/408,"def write_check_file(filepath, docs):",116
117,导入的PDF中存在图片，有大概率出现 “unsupported colorspace for 'png'”异常,2023-05-18.0409,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/409,"pix = fitz.Pixmap(doc, img[0])",117
118,请问流程图是用什么软件画的,2023-05-18.0410,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/410,draw.io,118
119,mac 加载模型失败,2023-05-19.0417,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/417,Explicitly passing a `revision` is encouraged when loading a model with custom code to ensure no malicious code has been contributed in a newer revision.,119
120,使用GPU本地运行知识库问答，提问第一个问题出现异常。,2023-05-20.0419,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/419,配置文件model_config.py为：,120
121,想加入讨论群,2023-05-20.0420,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/420,OK,121
122,有没有直接调用LLM的API，目前只有知识库的API？,2023-05-22.0426,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/426,-------------------------------------------------------------------------------,122
123,上传文件后出现 ERROR __init__() got an unexpected keyword argument 'autodetect_encoding',2023-05-22.0428,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/428,"上传文件后出现这个问题：ERROR 2023-05-22 11:46:19,568-1d: __init__() got an unexpected keyword argument 'autodetect_encoding'",123
124,想问下README中用到的流程图用什么软件画的,2023-05-22.0431,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/431,**功能描述 / Feature Description**,124
125,No matching distribution found for langchain==0.0.174,2023-05-23.0436,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/436,ERROR: Could not find a version that satisfies the requirement langchain==0.0.174 ,125
126,[FEATURE] bing是必须的么？,2023-05-23.0437,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/437,从这个[脚步](https://github.com/imClumsyPanda/langchain-ChatGLM/blob/master/configs/model_config.py#L129)里面发现需要申请bing api，如果不申请，纯用模型推理不可吗？,126
127,同一台环境下部署了5.22号更新的langchain-chatglm v0.1.13和之前的版本，回复速度明显变慢,2023-05-23.0442,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/442,新langchain-chatglm v0.1.13版本速度很慢,127
128,Error reported during startup,2023-05-23.0443,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/443,Traceback (most recent call last):,128
129,"ValueError: not enough values to unpack (expected 2, got 1)on of the issue",2023-05-24.0449,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/449,"File "".cache\huggingface\modules\transformers_modules\chatglm-6b-int4\modeling_chatglm.py"", line 1280, in chat",129
130,[BUG] API部署，流式输出的函数，少了个question,2023-05-24.0451,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/451,**问题描述 / Problem Description**,130
131,项目结构的简洁性保持,2023-05-24.0454,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/454,**功能描述 / Feature Description**,131
132,项目群扫码进不去了,2023-05-24.0455,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/455,项目群扫码进不去了，是否可以加一下微信拉我进群，谢谢！微信号：daniel-0527,132
133,请求拉我入群讨论，海硕一枚，专注于LLM等相关技术,2023-05-24.0461,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/461,**功能描述 / Feature Description**,133
134,[BUG] chatglm-6b模型报错OSError: Error no file named pytorch_model.bin found in directory /chatGLM/model/model-6b,2023-05-26.0474,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/474,**1、简述：**,134
135,现在本项目交流群二维码扫描不进去了，需要群主通过,2023-05-27.0478,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/478,现在本项目交流群二维码扫描不进去了，需要群主通过,135
136,RuntimeError: Only Tensors of floating point and complex dtype can require gradients,2023-05-28.0483,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/483,刚更新了最新版本：,136
137,"RuntimeError: ""LayerNormKernelImpl"" not implemented for 'Half'",2023-05-28.0484,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/484,"已经解决了 params 只用两个参数 {'trust_remote_code': True, 'torch_dtype': torch.float16}",137
138,[BUG] 文件未成功加载，请重新上传文件,2023-05-31.0504,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/504,webui.py,138
139,[BUG] bug 17 ，pdf和pdf为啥还不一样呢？为啥有的pdf能识别？有的pdf识别不了呢？,2023-05-31.0506,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/506,bug 17 ，pdf和pdf为啥还不一样呢？为啥有的pdf能识别？有的pdf识别不了呢？,139
140,[FEATURE] 简洁阐述功能 / Concise description of the feature,2023-05-31.0513,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/513,**功能描述 / Feature Description**,140
141,[BUG] webui.py 加载chatglm-6b-int4 失败,2023-06-02.0524,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/524,**问题描述 / Problem Description**,141
142,[BUG] webui.py 加载chatglm-6b模型异常,2023-06-02.0525,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/525,**问题描述 / Problem Description**,142
143,增加对chatgpt的embedding和api调用的支持,2023-06-02.0531,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/531,能否支持openai的embedding api和对话的api？,143
144,[FEATURE] 调整模型下载的位置,2023-06-02.0537,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/537,模型默认下载到 $HOME/.cache/huggingface/，当 C 盘空间不足时无法完成模型的下载。configs/model_config.py 中也没有调整模型位置的参数。,144
145,[BUG] langchain=0.0.174 出错,2023-06-04.0543,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/543,**问题描述 / Problem Description**,145
146,[BUG] 更新后加载本地模型路径不正确,2023-06-05.0545,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/545,**问题描述 / Problem Description**,146
147,SystemError: 8bit 模型需要 CUDA 支持，或者改用量化后模型！,2023-06-06.0550,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/550,"docker 部署后,启动docker,过会儿容器会自动退出,logs报错 SystemError: 8bit 模型需要 CUDA 支持，或者改用量化后模型！ [NVIDIA Container Toolkit](https://github.com/NVIDIA/nvidia-container-toolkit) 也已经安装了",147
148,[BUG] 上传知识库超过1M报错,2023-06-06.0556,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/556,**问题描述 / Problem Description**,148
149,打开跨域访问后仍然报错，不能请求,2023-06-06.0560,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/560,报错信息：,149
150,dialogue_answering 里面的代码是不是没有用到？，没有看到调用,2023-06-07.0571,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/571,dialogue_answering 是干啥的,150
151,[BUG] 响应速度极慢，应从哪里入手优化？48C/128G/8卡,2023-06-07.0573,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/573,运行环境：ubuntu20.04,151
152,纯CPU环境下运行cli_demo时报错，提示找不到nvcuda.dll,2023-06-08.0576,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/576,本地部署环境是纯CPU，之前的版本在纯CPU环境下能正常运行，但上传本地知识库经常出现encode问题。今天重新git项目后，运行时出现如下问题，请问该如何解决。,152
153,如何加载本地的embedding模型（text2vec-large-chinese模型文件）,2023-06-08.0582,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/582,"因为需要离线部署，所以要把模型放到本地，我修改了chains/local_doc_qa.py中的HuggingFaceEmbeddings()，在其中加了一个cache_folder的参数，保证下载的文件在cache_folder中，model_name是text2vec-large-chinese。如cache_folder='/home/xx/model/text2vec-large-chinese', model_name='text2vec-large-chinese'，这样仍然需要联网下载报错，请问大佬如何解决该问题？",153
154,ChatGLM-6B 在另外服务器安装好了，请问如何修改model.cofnig.py 来使用它的接口呢？？,2023-06-09.0588,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/588,我本来想在这加一个api base url 但是运行web.py 发现 还是会去连huggingface 下载模型,154
155,[BUG] raise partially initialized module 'charset_normalizer' has no attribute 'md__mypyc' when call interface `upload_file`,2023-06-10.0591,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/591,**问题描述 / Problem Description**,155
156,[BUG] raise OSError: [Errno 101] Network is unreachable when call interface upload_file and upload .pdf files,2023-06-10.0592,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/592,**问题描述 / Problem Description**,156
157,如果直接用vicuna作为基座大模型，需要修改的地方有哪些？,2023-06-12.0596,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/596,vicuna模型有直接转换好的没有？也就是llama转换之后的vicuna。,157
158,[BUG] 通过cli.py调用api时抛出AttributeError: 'NoneType' object has no attribute 'get'错误,2023-06-12.0598,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/598,通过`python cli.py start api --ip localhost --port 8001` 命令调用api时，抛出：,158
159,[BUG] 通过cli.py调用api时直接报错`langchain-ChatGLM: error: unrecognized arguments: start cli`,2023-06-12.0601,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/601,通过python cli.py start cli启动cli_demo时，报错：,159
160,[BUG] error: unrecognized arguments: --model-dir conf/models/,2023-06-12.0602,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/602,关键字参数修改了吗？有没有文档啊？大佬,160
161,[BUG] 上传文件全部失败,2023-06-12.0603,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/603,ERROR: Exception in ASGI application,161
162,[BUG] config 使用 chatyuan 无法启动,2023-06-12.0604,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/604,"""chatyuan"": {",162
163,使用fashchat api之后，后台报错APIError 如图所示,2023-06-12.0606,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/606,我按照https://github.com/imClumsyPanda/langchain-ChatGLM/blob/master/docs/fastchat.md,163
164,[BUG] 启用上下文关联，每次embedding搜索到的内容都会比前一次多一段,2023-06-13.0613,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/613,**问题描述 / Problem Description**,164
165,local_doc_qa.py中MyFAISS.from_documents() 这个语句看不太懂。MyFAISS类中没有这个方法，其父类FAISS和VectorStore中也只有from_texts方法[BUG] 简洁阐述问题 / Concise description of the issue,2023-06-14.0619,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/619,local_doc_qa.py中MyFAISS.from_documents() 这个语句看不太懂。MyFAISS类中没有这个方法，其父类FAISS和VectorStore中也只有from_texts方法,165
166,[BUG] TypeError: similarity_search_with_score_by_vector() got an unexpected keyword argument 'filter',2023-06-14.0624,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/624,**问题描述 / Problem Description**,166
167,please delete this issue,2023-06-15.0633,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/633,"sorry, incorrect submission. Please remove this issue!",167
168,[BUG] vue前端镜像构建失败,2023-06-15.0635,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/635,**问题描述 / Problem Description**,168
169,ChatGLM-6B模型能否回答英文问题？,2023-06-15.0640,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/640,大佬，请问一下，如果本地知识文档是英文，ChatGLM-6B模型能否回答英文问题？不能的话，有没有替代的模型推荐，期待你的回复，谢谢,169
170,[BUG] 简洁阐述问题 / Concise description of the issue,2023-06-16.0644,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/644,**问题描述 / Problem Description**,170
171,KeyError: 3224,2023-06-16.0645,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/645,```,171
knowledge_base/samples/isssues_merge/langchain-ChatGLM_closed.jsonl 0 → 100644
{"title": "加油~以及一些建议", "file": "2023-03-31.0002", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/2", "detail": "加油，我认为你的方向是对的。", "id": 0}
{"title": "当前的运行环境是什么，windows还是Linux", "file": "2023-04-01.0003", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/3", "detail": "当前的运行环境是什么，windows还是Linux，python是什么版本？", "id": 1}
{"title": "请问这是在CLM基础上运行吗？", "file": "2023-04-01.0004", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/4", "detail": "请问是不是需要本地安装好clm并正常运行的情况下，再按文中的步骤执行才能运行起来？", "id": 2}
{"title": "[复现问题] 构造 prompt 时从知识库中提取的文字乱码", "file": "2023-04-01.0005", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/5", "detail": "hi，我在尝试复现 README 中的效果，也使用了 ChatGLM-6B 的 README 作为输入文本，但发现从知识库中提取的文字是乱码，导致构造的 prompt 不可用。想了解如何解决这个问题。", "id": 3}
{"title": "后面能否加入上下文对话功能？", "file": "2023-04-02.0006", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/6", "detail": "目前的get_wiki_agent_answer函数中已经实现了历史消息传递的功能，后面我再确认一下是否有langchain中model调用过程中是否传递了chat_history。", "id": 4}
{"title": "请问：纯cpu可以吗？", "file": "2023-04-03.0007", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/7", "detail": "很酷的实现，极大地开拓了我的眼界！很顺利的在gpu机器上运行了", "id": 5}
{"title": "运行报错：AttributeError: 'NoneType' object has no attribute 'message_types_by_name'", "file": "2023-04-03.0008", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/8", "detail": "报错：", "id": 6}
{"title": "运行环境：GPU需要多大的？", "file": "2023-04-03.0009", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/9", "detail": "如果按照THUDM/ChatGLM-6B的说法，使用的GPU大小应该在13GB左右，但运行脚本后，占用了24GB还不够。", "id": 7}
{"title": "请问本地知识的格式是什么？", "file": "2023-04-03.0010", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/10", "detail": "已测试格式包括docx、md文件中的文本信息，具体格式可以参考 [langchain文档](https://python.langchain.com/en/latest/modules/indexes/document_loaders/examples/unstructured_file.html?highlight=pdf#)", "id": 8}
{"title": "24G的显存还是爆掉了，是否支持双卡运行", "file": "2023-04-03.0011", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/11", "detail": "RuntimeError: CUDA out of memory. Tried to allocate 96.00 MiB (GPU 0; 23.70 GiB total capacity; 22.18 GiB already allocated; 12.75 MiB free; 22.18 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation. See documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF", "id": 9}
{"title": "你怎么知道embeddings方式和模型训练时候的方式是一样的?", "file": "2023-04-03.0012", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/12", "detail": "embedding和LLM的方式不用一致，embedding能够解决语义检索的需求就行。这个项目里用到embedding是在对本地知识建立索引和对问句转换成向量的过程。", "id": 10}
{"title": "是否能提供本地知识文件的格式？", "file": "2023-04-04.0013", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/13", "detail": "是否能提供本地知识文件的格式？", "id": 11}
{"title": "是否可以像清华原版跑在8G一以下的卡？", "file": "2023-04-04.0016", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/16", "detail": "是否可以像清华原版跑在8G一以下的卡？我的8G卡爆显存了🤣🤣🤣", "id": 12}
{"title": "请教一下langchain协调使用向量库和chatGLM工作的", "file": "2023-04-05.0018", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/18", "detail": "代码里面这段是创建问答模型的，会接入ChatGLM和本地语料的向量库，langchain回答的时候是怎么个优先顺序？先搜向量库，没有再找chatglm么？ 还是什么机制？", "id": 13}
{"title": "在mac m2max上抛出了ValueError: 150001 is not in list这个异常", "file": "2023-04-05.0019", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/19", "detail": "我把chatglm_llm.py加载模型的代码改成如下", "id": 14}
{"title": "程序运行后一直卡住", "file": "2023-04-05.0020", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/20", "detail": "感谢作者的付出，不过本人在运行时出现了问题，请大家帮助。", "id": 15}
{"title": "问一下chat_history的逻辑", "file": "2023-04-06.0022", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/22", "detail": "感谢开源。", "id": 16}
{"title": "为什么每次运行都会loading checkpoint", "file": "2023-04-06.0023", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/23", "detail": "我把这个embeding模型下载到本地后，无法正常启动。", "id": 17}
{"title": "本地知识文件能否上传一些示例？", "file": "2023-04-06.0025", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/25", "detail": "如题，怎么构造知识文件，效果更好？能否提供一个样例", "id": 18}
{"title": "What version of you are using?", "file": "2023-04-06.0026", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/26", "detail": "Hi Panda, I saw the `pip install -r requirements` command in README, and want to confirm you are using python2 or python3? because my pip and pip3 version are all is 22.3.", "id": 19}
{"title": "有兴趣交流本项目应用的朋友可以加一下微信群", "file": "2023-04-07.0027", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/27", "detail": "![IMG_1630](https://user-images.githubusercontent.com/5668498/230533162-8b9bfcdd-249c-4efe-b066-4f9ba2ce9f23.jpeg)", "id": 20}
{"title": "本地知识越多，回答时检索的时间是否会越长", "file": "2023-04-07.0029", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/29", "detail": "是的 因为需要进行向量匹配检索", "id": 21}
{"title": "爲啥最後還是報錯 哭。。", "file": "2023-04-07.0030", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/30", "detail": "Failed to import transformers.models.t5.configuration_t5 because of the following error (look up to see", "id": 22}
{"title": "对话到第二次的时候就报错UnicodeDecodeError: 'utf-8' codec can't decode", "file": "2023-04-07.0031", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/31", "detail": "对话第一次是没问题的，模型返回输出后又给到请输入你的问题，我再输入问题就报错", "id": 23}
{"title": "用的in4的量化版本，推理的时候显示需要申请10Gb的显存", "file": "2023-04-07.0033", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/33", "detail": "File \"/root/.cache/huggingface/modules/transformers_modules/chatglm-6b-int4-qe/modeling_chatglm.py\", line 581, in forward", "id": 24}
{"title": "使用colab运行，python3.9，提示包导入有问题", "file": "2023-04-07.0034", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/34", "detail": "from ._util import is_directory, is_path", "id": 25}
{"title": "运行失败，Loading checkpoint未达到100%被kill了，请问下是什么原因？", "file": "2023-04-07.0035", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/35", "detail": "日志如下：", "id": 26}
{"title": "弄了个交流群，自己弄好多细节不会，大家技术讨论 加connection-image 我来拉你", "file": "2023-04-08.0036", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/36", "detail": "自己搞好多不清楚的，一起来弄吧。。准备搞个部署问题的解决文档出来", "id": 27}
{"title": "Error using the new version with langchain", "file": "2023-04-09.0043", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/43", "detail": "Error with the new changes:", "id": 28}
{"title": "程序报错torch.cuda.OutOfMemoryError如何解决？", "file": "2023-04-10.0044", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/44", "detail": "报错详细信息如下：", "id": 29}
{"title": "qa的训练数据格式是如何设置的", "file": "2023-04-10.0045", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/45", "detail": "本项目不是使用微调的方式，所以并不涉及到训练过程。", "id": 30}
{"title": "The FileType.UNK file type is not supported in partition. 解决办法", "file": "2023-04-10.0046", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/46", "detail": "ValueError: Invalid file /home/yawu/Documents/langchain-ChatGLM-master/data. The FileType.UNK file type is not supported in partition.", "id": 31}
{"title": "如何读取多个txt文档？", "file": "2023-04-10.0047", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/47", "detail": "如题，请教一下如何读取多个txt文档？示例代码中只给了读一个文档的案例，这个input我换成string之后也只能指定一个文档，无法用通配符指定多个文档，也无法传入多个文件路径的列表。", "id": 32}
{"title": "nltk package unable to either download or load local nltk_data folder", "file": "2023-04-10.0049", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/49", "detail": "I'm running this project on an offline Windows Server environment so I download the Punkt and averaged_perceptron_tagger tokenizer in this directory:", "id": 33}
{"title": "requirements.txt中需要指定langchain版本", "file": "2023-04-11.0055", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/55", "detail": "langchain版本0.116下无法引入RetrievalQA，需要指定更高版本（0.136版本下无问题）", "id": 34}
{"title": "Demo演示无法给出输出内容", "file": "2023-04-12.0059", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/59", "detail": "你好，测试了项目自带新闻稿示例和自行上传的一个文本，可以加载进去，但是无法给出答案，请问属于什么情况，如何解决，谢谢。PS: 1、今天早上刚下载全部代码；2、硬件服务器满足要求；3、按操作说明正常操作。", "id": 35}
{"title": "群人数过多无法进群，求帮忙拉进群", "file": "2023-04-12.0061", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/61", "detail": "您好，您的群人数超过了200人，目前无法通过二维码加群，请问您方便加我微信拉我进群吗？万分感谢", "id": 36}
{"title": "群人数已满，求大佬拉入群", "file": "2023-04-12.0062", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/62", "detail": "已在README中更新拉群二维码", "id": 37}
{"title": "requirements中langchain版本错误", "file": "2023-04-12.0065", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/65", "detail": "langchain版本应该是0.0.12而不是0.0.120", "id": 38}
{"title": "Linux : Searchd in", "file": "2023-04-13.0068", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/68", "detail": "import nltk", "id": 39}
{"title": "No sentence-transformers model found", "file": "2023-04-13.0069", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/69", "detail": "加载不了这个模型，错误原因是找不到这个模型，但是路径是配置好了的", "id": 40}
{"title": "Error loading punkt: <urlopen error [Errno 111] Connection", "file": "2023-04-13.0070", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/70", "detail": "运行knowledge_based_chatglm.py，出现nltk报错，具体情况如下：", "id": 41}
{"title": "[不懂就问] ptuning数据集格式", "file": "2023-04-13.0072", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/72", "detail": "大家好请教 微调数据集的格式有什么玄机吗？我看 ChatGLM-6B/ptuning/readme.md的demo数据集ADGEN里content为啥都写成 类型#裙*风格#简约 这种格式的？这里面有啥玄机的？ 特此请教", "id": 42}
{"title": "Embedding model请教", "file": "2023-04-13.0074", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/74", "detail": "您好，我看到项目里的embedding模型用的是：GanymedeNil/text2vec-large-chinese，请问这个项目里的embedding模型可以直接用ChatGLM嘛？", "id": 43}
{"title": "Macbook M1 运行 webui.py 时报错，请问是否可支持M系列芯片", "file": "2023-04-13.0080", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/80", "detail": "```", "id": 44}
{"title": "new feature: 添加对P-tunningv2微调后的模型支持", "file": "2023-04-14.0099", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/99", "detail": "能否添加新的功能，对使用[P-tunningv2](https://github.com/THUDM/ChatGLM-6B/tree/main/ptuning)微调chatglm后的模型提供加载支持", "id": 45}
{"title": "txt文件加载成功，但读取报错", "file": "2023-04-15.0106", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/106", "detail": "最新版的代码。比较诡异的是我的电脑是没有D盘的，报错信息里怎么有个D盘出来了...", "id": 46}
{"title": "模型加载成功？文件无法导入。", "file": "2023-04-15.0107", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/107", "detail": "所有模型均在本地。", "id": 47}
{"title": "请问用的什么操作系统呢？", "file": "2023-04-16.0110", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/110", "detail": "ubuntu、centos还是windows？", "id": 48}
{"title": "报错ModuleNotFoundError: No module named 'configs.model_config'", "file": "2023-04-17.0112", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/112", "detail": "更新代码后，运行webui.py，报错ModuleNotFoundError: No module named 'configs.model_config'。未查得解决方法。", "id": 49}
{"title": "问特定问题会出现爆显存", "file": "2023-04-17.0116", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/116", "detail": "正常提问没问题。", "id": 50}
{"title": "loading进不去？", "file": "2023-04-18.0127", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/127", "detail": "在linux系统上python webui.py之后打开网页，一直在loading，是不是跟我没装detectron2有关呢？", "id": 51}
{"title": "本地知识内容数量限制？", "file": "2023-04-18.0129", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/129", "detail": "本地知识文件类型是txt，超过5条以上的数据，提问的时候就爆显存了。", "id": 52}
{"title": "我本来也计划做一个类似的产品，看来不用从头开始做了", "file": "2023-04-18.0130", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/130", "detail": "文本切割，还有优化空间吗？微信群已经加不进去了。", "id": 53}
{"title": "load model failed. 加载模型失败", "file": "2023-04-18.0132", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/132", "detail": "```", "id": 54}
{"title": "如何在webui里回答时同时返回引用的本地数据内容？", "file": "2023-04-18.0133", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/133", "detail": "如题", "id": 55}
{"title": "交流群满200人加不了了，能不能给个负责人的联系方式拉我进群？", "file": "2023-04-20.0143", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/143", "detail": "同求", "id": 56}
{"title": "No sentence-transformers model found with name ‘/text2vec/‘，但是再路径下面确实有模型文件", "file": "2023-04-20.0145", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/145", "detail": "另外：The dtype of attention mask (torch.int64) is not bool", "id": 57}
{"title": "请问加载模型的路径在哪里修改，默认好像前面会带上transformers_modules.", "file": "2023-04-20.0148", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/148", "detail": "<img width=\"1181\" alt=\"1681977897052\" src=\"https://user-images.githubusercontent.com/30926001/233301106-3846680a-d842-41d2-874e-5b6514d732c4.png\">", "id": 58}
{"title": "为啥放到方法调用会出错，这个怎么处理？", "file": "2023-04-20.0150", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/150", "detail": "```python", "id": 59}
{"title": "No sentence-transformers model found with name C:\\Users\\Administrator/.cache\\torch\\sentence_transformers\\GanymedeNil_text2vec-large-chinese. Creating a new one with MEAN pooling.", "file": "2023-04-21.0154", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/154", "detail": "卡在这块很久是正常现象吗", "id": 60}
{"title": "微信群需要邀请才能加入", "file": "2023-04-21.0155", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/155", "detail": "RT，给个个人联系方式白", "id": 61}
{"title": "No sentence-transformers model found with name GanymedeNil/text2vec-large-chinese. Creating a new one with MEAN pooling", "file": "2023-04-21.0156", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/156", "detail": "ls GanymedeNil/text2vec-large-chinese", "id": 62}
{"title": "embedding会加载两次", "file": "2023-04-23.0159", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/159", "detail": "你好，为什么要这样设置呢，这样会加载两次呀。", "id": 63}
{"title": "扫二维码加的那个群，群成员满了进不去了", "file": "2023-04-23.0160", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/160", "detail": "如题", "id": 64}
{"title": "执行python3 cli_demo.py 报错AttributeError: 'NoneType' object has no attribute 'chat'", "file": "2023-04-24.0163", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/163", "detail": "刚开始怀疑是内存不足问题，换成int4,int4-qe也不行，有人知道是什么原因吗", "id": 65}
{"title": "匹配得分", "file": "2023-04-24.0167", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/167", "detail": "在示例cli_demo.py中返回的匹配文本没有对应的score，可以加上这个feature吗", "id": 66}
{"title": "大佬有计划往web_ui.py加入打字机功能吗", "file": "2023-04-25.0170", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/170", "detail": "目前在载入了知识库后，单张V100 32G在回答垂直领域的问题时也需要20S以上，没有打字机逐字输出的使用体验还是比较煎熬的....", "id": 67}
{"title": "Is it possible to use a verctorDB for the embedings?", "file": "2023-04-25.0171", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/171", "detail": "when I play, I have to load the local data again and again when to start. I wonder if it is possible to use", "id": 68}
{"title": "请问通过lora训练官方模型得到的微调模型文件该如何加载？", "file": "2023-04-25.0173", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/173", "detail": "通过lora训练的方式得到以下文件:", "id": 69}
{"title": "from langchain.chains import RetrievalQA的代码在哪里？", "file": "2023-04-25.0174", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/174", "detail": "local_doc_qa.py", "id": 70}
{"title": "哪里有knowledge_based_chatglm.py文件？怎么找不到了？？是被替换成cli_demo.py文件了吗？", "file": "2023-04-26.0175", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/175", "detail": "哪里有knowledge_based_chatglm.py文件？怎么找不到了？？是被替换成cli_demo.py文件了吗？", "id": 71}
{"title": "AttributeError: 'Chatbot' object has no attribute 'value'", "file": "2023-04-26.0177", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/177", "detail": "Traceback (most recent call last):", "id": 72}
{"title": "控制台调api.py报警告", "file": "2023-04-26.0178", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/178", "detail": "you must pass the application as an import string to enable \"reload\" or \"workers\"", "id": 73}
{"title": "如何加入群聊", "file": "2023-04-27.0183", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/183", "detail": "微信群超过200人了，需要邀请，如何加入呢？", "id": 74}
{"title": "如何将Chatglm和本地知识相结合", "file": "2023-04-27.0185", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/185", "detail": "您好，我想请教一下怎么才能让知识库匹配到的文本和chatglm生成的相结合，而不是说如果没搜索到，就说根据已知信息无法回答该问题，谢谢", "id": 75}
{"title": "一点建议", "file": "2023-04-27.0189", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/189", "detail": "1.weiui的get_vector_store方法里面添加一个判断以兼容gradio版本导致的上传异常", "id": 76}
{"title": "windows环境下，按照教程，配置好conda环境，git完项目，修改完模型路径相关内容后，运行demo报错缺少", "file": "2023-04-28.0194", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/194", "detail": "报错代码如下：", "id": 77}
{"title": "ValueError: too many values to unpack (expected 2)", "file": "2023-04-28.0198", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/198", "detail": "When i tried to use the non-streaming, `ValueError: too many values to unpack (expected 2)` error came out.", "id": 78}
{"title": "加载doc后覆盖原本知识", "file": "2023-04-28.0201", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/201", "detail": "加载较大量级的私有知识库后，原本的知识会被覆盖", "id": 79}
{"title": "自定义知识库回答效果很差", "file": "2023-04-28.0203", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/203", "detail": "请问加了自定义知识库知识库,回答效果很差，是因为数据量太小的原因么", "id": 80}
{"title": "python310下，安装pycocotools失败，提示低版本cython，实际已安装高版本", "file": "2023-04-29.0208", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/208", "detail": "RT，纯离线环境安装，依赖安装的十分艰难，最后碰到pycocotools，始终无法安装上，求教方法！", "id": 81}
{"title": "[FEATURE] 支持 RWKV 模型（目前已有 pip package & rwkv.cpp 等等）", "file": "2023-05-01.0216", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/216", "detail": "您好，我是 RWKV 的作者，介绍见：https://zhuanlan.zhihu.com/p/626083366", "id": 82}
{"title": "[BUG] 为啥主机/服务器不联网不能正常启动服务？", "file": "2023-05-02.0220", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/220", "detail": "**问题描述 / Problem Description**", "id": 83}
{"title": "[BUG] 简洁阐述问题 / Concise description of the issue", "file": "2023-05-03.0222", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/222", "detail": "**local variable 'torch' referenced before assignment**", "id": 84}
{"title": "不支持txt文件的中文输入", "file": "2023-05-04.0235", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/235", "detail": "vs_path, _ = local_doc_qa.init_knowledge_vector_store(filepath)", "id": 85}
{"title": "文件均未成功加载，请检查依赖包或替换为其他文件再次上传。 文件未成功加载，请重新上传文件", "file": "2023-05-05.0237", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/237", "detail": "请大佬帮忙解决，谢谢！", "id": 86}
{"title": "[BUG] 使用多卡时chatglm模型加载两次", "file": "2023-05-05.0241", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/241", "detail": "chatglm_llm.py文件下第129行先加载了一次chatglm模型，第143行又加载了一次", "id": 87}
{"title": "[BUG] similarity_search_with_score_by_vector函数返回多个doc时的score结果错误", "file": "2023-05-06.0252", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/252", "detail": "**问题描述 / Problem Description**", "id": 88}
{"title": "可以再建一个交流群吗，这个群满了进不去。", "file": "2023-05-06.0255", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/255", "detail": "上午应该已经在readme里更新过了，如果不能添加可能是网页缓存问题，可以试试看直接扫描img/qr_code_12.jpg", "id": 89}
{"title": "请问这是什么错误哇？KeyError: 'serialized_input'", "file": "2023-05-06.0257", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/257", "detail": "运行“python webui.py” 后这是什么错误？怎么解决啊？", "id": 90}
{"title": "修改哪里的代码，可以再cpu上跑？", "file": "2023-05-06.0258", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/258", "detail": "**问题描述 / Problem Description**", "id": 91}
{"title": "ModuleNotFoundError: No module named 'modelscope'", "file": "2023-05-07.0266", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/266", "detail": "安装这个", "id": 92}
{"title": "加载lora微调模型时，lora参数加载成功，但显示模型未成功加载？", "file": "2023-05-08.0270", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/270", "detail": "什么原因呀？", "id": 93}
{"title": "[BUG] 运行webui.py报错：name 'EMBEDDING_DEVICE' is not defined", "file": "2023-05-08.0274", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/274", "detail": "解决了，我修改model_config时候把这个变量改错了", "id": 94}
{"title": "基于ptuning训练完成，新老模型都进行了加载，但是只有新的", "file": "2023-05-08.0280", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/280", "detail": "licitly passing a `revision` is encouraged when loading a model with custom code to ensure no malicious code has been contributed in a newer revision.", "id": 95}
{"title": "[BUG] 使用chatyuan模型时，对话Error，has no attribute 'stream_chat'", "file": "2023-05-08.0282", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/282", "detail": "**问题描述 / Problem Description**", "id": 96}
{"title": "chaglm调用过程中 _call提示有一个 stop", "file": "2023-05-09.0286", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/286", "detail": "**功能描述 / Feature Description**", "id": 97}
{"title": "Logger._log() got an unexpected keyword argument 'end'", "file": "2023-05-10.0295", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/295", "detail": "使用cli_demo的时候，加载一个普通txt文件，输入问题后，报错：“TypeError: Logger._log() got an unexpected keyword argument 'end'”", "id": 98}
{"title": "[BUG] 请问可以解释下这个FAISS.similarity_search_with_score_by_vector = similarity_search_with_score_by_vector的目的吗", "file": "2023-05-10.0296", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/296", "detail": "我不太明白这个库自己写的similarity_search_with_score_by_vector方法做的事情，因为langchain原版的similarity_search_with_score_by_vector只是search faiss之后把返回的topk句子组合起来。我觉得原版理解起来没什么问题，但是这个库里自己写的我就没太看明白多做了什么其他的事情，因为没有注释。", "id": 99}
{"title": "[BUG] Windows下上传中文文件名文件，faiss无法生成向量数据库文件", "file": "2023-05-11.0318", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/318", "detail": "**问题描述 / Problem Description**", "id": 100}
{"title": "cli_demo中的流式输出能否接着前一答案输出?", "file": "2023-05-11.0320", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/320", "detail": "现有流式输出结果样式为:", "id": 101}
{"title": "内网部署时网页无法加载，能否增加离线静态资源", "file": "2023-05-12.0326", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/326", "detail": "内网部署时网页无法加载，能否增加离线静态资源", "id": 102}
{"title": "我想把文件字符的编码格式改为encoding='utf-8'在哪修改呢，因为会有ascii codec can't decode byte报错", "file": "2023-05-14.0360", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/360", "detail": "上传中文的txt文件时报错，编码格式为utf-8", "id": 103}
{"title": "Batches的进度条是在哪里设置的?能否关闭显示?", "file": "2023-05-15.0366", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/366", "detail": "使用cli_demo.py进行命令行测试时,每句回答前都有个Batches的进度条", "id": 104}
{"title": "ImportError: dlopen: cannot load any more object with static TLS or Segmentation fault", "file": "2023-05-15.0368", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/368", "detail": "**问题描述 / Problem Description**", "id": 105}
{"title": "读取PDF时报错", "file": "2023-05-16.0373", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/373", "detail": "在Colab上执行cli_demo.py时，在路径文件夹里放了pdf文件，在加载的过程中会显示错误，然后无法加载PDF文件", "id": 106}
{"title": "[BUG] webui报错 InvalidURL", "file": "2023-05-16.0375", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/375", "detail": "python 版本：3.8.16", "id": 107}
{"title": "[FEATURE] 如果让回答不包含出处，应该怎么处理", "file": "2023-05-16.0380", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/380", "detail": "**功能描述 / Feature Description**", "id": 108}
{"title": "加载PDF文件时，出现 unsupported colorspace for 'png'", "file": "2023-05-16.0381", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/381", "detail": "**问题描述 / Problem Description**", "id": 109}
{"title": "'ascii' codec can't encode characters in position 14-44: ordinal not in range(128) 经典bug", "file": "2023-05-16.0382", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/382", "detail": "添加了知识库之后进行对话，之后再新增知识库就会出现这个问题。", "id": 110}
{"title": "微信群人数超过200了，扫码进不去了，群主可以再创建一个新群吗", "file": "2023-05-17.0391", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/391", "detail": "**功能描述 / Feature Description**", "id": 111}
{"title": "TypeError: 'ListDocsResponse' object is not subscriptable", "file": "2023-05-17.0393", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/393", "detail": "应该是用remain_docs.code和remain_docs.data吧？吗？", "id": 112}
{"title": "[BUG] 加载chatglm模型报错：'NoneType' object has no attribute 'message_types_by_name'", "file": "2023-05-17.0398", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/398", "detail": "**问题描述 / Problem Description**", "id": 113}
{"title": "[BUG] 执行 python webui.py 没有报错，但是ui界面提示 Something went wrong Expecting value: line 1 column 1 (char 0", "file": "2023-05-18.0399", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/399", "detail": "**环境配置**", "id": 114}
{"title": "启动后调用api接口正常，过一会就不断的爆出 Since the angle classifier is not initialized", "file": "2023-05-18.0404", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/404", "detail": "**问题描述 / Problem Description**", "id": 115}
{"title": "[BUG] write_check_file方法中，open函数未指定编码", "file": "2023-05-18.0408", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/408", "detail": "def write_check_file(filepath, docs):", "id": 116}
{"title": "导入的PDF中存在图片，有大概率出现 “unsupported colorspace for 'png'”异常", "file": "2023-05-18.0409", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/409", "detail": "pix = fitz.Pixmap(doc, img[0])", "id": 117}
{"title": "请问流程图是用什么软件画的", "file": "2023-05-18.0410", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/410", "detail": "draw.io", "id": 118}
{"title": "mac 加载模型失败", "file": "2023-05-19.0417", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/417", "detail": "Explicitly passing a `revision` is encouraged when loading a model with custom code to ensure no malicious code has been contributed in a newer revision.", "id": 119}
{"title": "使用GPU本地运行知识库问答，提问第一个问题出现异常。", "file": "2023-05-20.0419", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/419", "detail": "配置文件model_config.py为：", "id": 120}
{"title": "想加入讨论群", "file": "2023-05-20.0420", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/420", "detail": "OK", "id": 121}
{"title": "有没有直接调用LLM的API，目前只有知识库的API？", "file": "2023-05-22.0426", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/426", "detail": "-------------------------------------------------------------------------------", "id": 122}
{"title": "上传文件后出现 ERROR __init__() got an unexpected keyword argument 'autodetect_encoding'", "file": "2023-05-22.0428", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/428", "detail": "上传文件后出现这个问题：ERROR 2023-05-22 11:46:19,568-1d: __init__() got an unexpected keyword argument 'autodetect_encoding'", "id": 123}
{"title": "想问下README中用到的流程图用什么软件画的", "file": "2023-05-22.0431", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/431", "detail": "**功能描述 / Feature Description**", "id": 124}
{"title": "No matching distribution found for langchain==0.0.174", "file": "2023-05-23.0436", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/436", "detail": "ERROR: Could not find a version that satisfies the requirement langchain==0.0.174 ", "id": 125}
{"title": "[FEATURE] bing是必须的么？", "file": "2023-05-23.0437", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/437", "detail": "从这个[脚步](https://github.com/imClumsyPanda/langchain-ChatGLM/blob/master/configs/model_config.py#L129)里面发现需要申请bing api，如果不申请，纯用模型推理不可吗？", "id": 126}
{"title": "同一台环境下部署了5.22号更新的langchain-chatglm v0.1.13和之前的版本，回复速度明显变慢", "file": "2023-05-23.0442", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/442", "detail": "新langchain-chatglm v0.1.13版本速度很慢", "id": 127}
{"title": "Error reported during startup", "file": "2023-05-23.0443", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/443", "detail": "Traceback (most recent call last):", "id": 128}
{"title": "ValueError: not enough values to unpack (expected 2, got 1)on of the issue", "file": "2023-05-24.0449", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/449", "detail": "File \".cache\\huggingface\\modules\\transformers_modules\\chatglm-6b-int4\\modeling_chatglm.py\", line 1280, in chat", "id": 129}
{"title": "[BUG] API部署，流式输出的函数，少了个question", "file": "2023-05-24.0451", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/451", "detail": "**问题描述 / Problem Description**", "id": 130}
{"title": "项目结构的简洁性保持", "file": "2023-05-24.0454", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/454", "detail": "**功能描述 / Feature Description**", "id": 131}
{"title": "项目群扫码进不去了", "file": "2023-05-24.0455", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/455", "detail": "项目群扫码进不去了，是否可以加一下微信拉我进群，谢谢！微信号：daniel-0527", "id": 132}
{"title": "请求拉我入群讨论，海硕一枚，专注于LLM等相关技术", "file": "2023-05-24.0461", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/461", "detail": "**功能描述 / Feature Description**", "id": 133}
{"title": "[BUG] chatglm-6b模型报错OSError: Error no file named pytorch_model.bin found in directory /chatGLM/model/model-6b", "file": "2023-05-26.0474", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/474", "detail": "**1、简述：**", "id": 134}
{"title": "现在本项目交流群二维码扫描不进去了，需要群主通过", "file": "2023-05-27.0478", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/478", "detail": "现在本项目交流群二维码扫描不进去了，需要群主通过", "id": 135}
{"title": "RuntimeError: Only Tensors of floating point and complex dtype can require gradients", "file": "2023-05-28.0483", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/483", "detail": "刚更新了最新版本：", "id": 136}
{"title": "RuntimeError: \"LayerNormKernelImpl\" not implemented for 'Half'", "file": "2023-05-28.0484", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/484", "detail": "已经解决了 params 只用两个参数 {'trust_remote_code': True, 'torch_dtype': torch.float16}", "id": 137}
{"title": "[BUG] 文件未成功加载，请重新上传文件", "file": "2023-05-31.0504", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/504", "detail": "webui.py", "id": 138}
{"title": "[BUG] bug 17 ，pdf和pdf为啥还不一样呢？为啥有的pdf能识别？有的pdf识别不了呢？", "file": "2023-05-31.0506", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/506", "detail": "bug 17 ，pdf和pdf为啥还不一样呢？为啥有的pdf能识别？有的pdf识别不了呢？", "id": 139}
{"title": "[FEATURE] 简洁阐述功能 / Concise description of the feature", "file": "2023-05-31.0513", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/513", "detail": "**功能描述 / Feature Description**", "id": 140}
{"title": "[BUG] webui.py 加载chatglm-6b-int4 失败", "file": "2023-06-02.0524", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/524", "detail": "**问题描述 / Problem Description**", "id": 141}
{"title": "[BUG] webui.py 加载chatglm-6b模型异常", "file": "2023-06-02.0525", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/525", "detail": "**问题描述 / Problem Description**", "id": 142}
{"title": "增加对chatgpt的embedding和api调用的支持", "file": "2023-06-02.0531", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/531", "detail": "能否支持openai的embedding api和对话的api？", "id": 143}
{"title": "[FEATURE] 调整模型下载的位置", "file": "2023-06-02.0537", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/537", "detail": "模型默认下载到 $HOME/.cache/huggingface/，当 C 盘空间不足时无法完成模型的下载。configs/model_config.py 中也没有调整模型位置的参数。", "id": 144}
{"title": "[BUG] langchain=0.0.174 出错", "file": "2023-06-04.0543", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/543", "detail": "**问题描述 / Problem Description**", "id": 145}
{"title": "[BUG] 更新后加载本地模型路径不正确", "file": "2023-06-05.0545", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/545", "detail": "**问题描述 / Problem Description**", "id": 146}
{"title": "SystemError: 8bit 模型需要 CUDA 支持，或者改用量化后模型！", "file": "2023-06-06.0550", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/550", "detail": "docker 部署后,启动docker,过会儿容器会自动退出,logs报错 SystemError: 8bit 模型需要 CUDA 支持，或者改用量化后模型！ [NVIDIA Container Toolkit](https://github.com/NVIDIA/nvidia-container-toolkit) 也已经安装了", "id": 147}
{"title": "[BUG] 上传知识库超过1M报错", "file": "2023-06-06.0556", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/556", "detail": "**问题描述 / Problem Description**", "id": 148}
{"title": "打开跨域访问后仍然报错，不能请求", "file": "2023-06-06.0560", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/560", "detail": "报错信息：", "id": 149}
{"title": "dialogue_answering 里面的代码是不是没有用到？，没有看到调用", "file": "2023-06-07.0571", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/571", "detail": "dialogue_answering 是干啥的", "id": 150}
{"title": "[BUG] 响应速度极慢，应从哪里入手优化？48C/128G/8卡", "file": "2023-06-07.0573", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/573", "detail": "运行环境：ubuntu20.04", "id": 151}
{"title": "纯CPU环境下运行cli_demo时报错，提示找不到nvcuda.dll", "file": "2023-06-08.0576", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/576", "detail": "本地部署环境是纯CPU，之前的版本在纯CPU环境下能正常运行，但上传本地知识库经常出现encode问题。今天重新git项目后，运行时出现如下问题，请问该如何解决。", "id": 152}
{"title": "如何加载本地的embedding模型（text2vec-large-chinese模型文件）", "file": "2023-06-08.0582", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/582", "detail": "因为需要离线部署，所以要把模型放到本地，我修改了chains/local_doc_qa.py中的HuggingFaceEmbeddings()，在其中加了一个cache_folder的参数，保证下载的文件在cache_folder中，model_name是text2vec-large-chinese。如cache_folder='/home/xx/model/text2vec-large-chinese', model_name='text2vec-large-chinese'，这样仍然需要联网下载报错，请问大佬如何解决该问题？", "id": 153}
{"title": "ChatGLM-6B 在另外服务器安装好了，请问如何修改model.cofnig.py 来使用它的接口呢？？", "file": "2023-06-09.0588", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/588", "detail": "我本来想在这加一个api base url 但是运行web.py 发现 还是会去连huggingface 下载模型", "id": 154}
{"title": "[BUG] raise partially initialized module 'charset_normalizer' has no attribute 'md__mypyc' when call interface `upload_file`", "file": "2023-06-10.0591", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/591", "detail": "**问题描述 / Problem Description**", "id": 155}
{"title": "[BUG] raise OSError: [Errno 101] Network is unreachable when call interface upload_file and upload .pdf files", "file": "2023-06-10.0592", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/592", "detail": "**问题描述 / Problem Description**", "id": 156}
{"title": "如果直接用vicuna作为基座大模型，需要修改的地方有哪些？", "file": "2023-06-12.0596", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/596", "detail": "vicuna模型有直接转换好的没有？也就是llama转换之后的vicuna。", "id": 157}
{"title": "[BUG] 通过cli.py调用api时抛出AttributeError: 'NoneType' object has no attribute 'get'错误", "file": "2023-06-12.0598", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/598", "detail": "通过`python cli.py start api --ip localhost --port 8001` 命令调用api时，抛出：", "id": 158}
{"title": "[BUG] 通过cli.py调用api时直接报错`langchain-ChatGLM: error: unrecognized arguments: start cli`", "file": "2023-06-12.0601", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/601", "detail": "通过python cli.py start cli启动cli_demo时，报错：", "id": 159}
{"title": "[BUG] error: unrecognized arguments: --model-dir conf/models/", "file": "2023-06-12.0602", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/602", "detail": "关键字参数修改了吗？有没有文档啊？大佬", "id": 160}
{"title": "[BUG] 上传文件全部失败", "file": "2023-06-12.0603", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/603", "detail": "ERROR: Exception in ASGI application", "id": 161}
{"title": "[BUG] config 使用 chatyuan 无法启动", "file": "2023-06-12.0604", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/604", "detail": "\"chatyuan\": {", "id": 162}
{"title": "使用fashchat api之后，后台报错APIError 如图所示", "file": "2023-06-12.0606", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/606", "detail": "我按照https://github.com/imClumsyPanda/langchain-ChatGLM/blob/master/docs/fastchat.md", "id": 163}
{"title": "[BUG] 启用上下文关联，每次embedding搜索到的内容都会比前一次多一段", "file": "2023-06-13.0613", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/613", "detail": "**问题描述 / Problem Description**", "id": 164}
{"title": "local_doc_qa.py中MyFAISS.from_documents() 这个语句看不太懂。MyFAISS类中没有这个方法，其父类FAISS和VectorStore中也只有from_texts方法[BUG] 简洁阐述问题 / Concise description of the issue", "file": "2023-06-14.0619", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/619", "detail": "local_doc_qa.py中MyFAISS.from_documents() 这个语句看不太懂。MyFAISS类中没有这个方法，其父类FAISS和VectorStore中也只有from_texts方法", "id": 165}
{"title": "[BUG] TypeError: similarity_search_with_score_by_vector() got an unexpected keyword argument 'filter'", "file": "2023-06-14.0624", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/624", "detail": "**问题描述 / Problem Description**", "id": 166}
{"title": "please delete this issue", "file": "2023-06-15.0633", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/633", "detail": "sorry, incorrect submission. Please remove this issue!", "id": 167}
{"title": "[BUG] vue前端镜像构建失败", "file": "2023-06-15.0635", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/635", "detail": "**问题描述 / Problem Description**", "id": 168}
{"title": "ChatGLM-6B模型能否回答英文问题？", "file": "2023-06-15.0640", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/640", "detail": "大佬，请问一下，如果本地知识文档是英文，ChatGLM-6B模型能否回答英文问题？不能的话，有没有替代的模型推荐，期待你的回复，谢谢", "id": 169}
{"title": "[BUG] 简洁阐述问题 / Concise description of the issue", "file": "2023-06-16.0644", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/644", "detail": "**问题描述 / Problem Description**", "id": 170}
{"title": "KeyError: 3224", "file": "2023-06-16.0645", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/645", "detail": "```", "id": 171}
knowledge_base/samples/isssues_merge/langchain-ChatGLM_open.csv 0 → 100644
,title,file,url,detail,id
0,效果如何优化,2023-04-04.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/14,如图所示，将该项目的README.md和该项目结合后，回答效果并不理想，请问可以从哪些方面进行优化,0
1,怎么让模型严格根据检索的数据进行回答，减少胡说八道的回答呢,2023-04-04.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/15,举个例子：,1
2,"When I try to run the `python knowledge_based_chatglm.py`, I got this error in macOS(M1 Max, OS 13.2)",2023-04-07.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/32,```python,2
3,萌新求教大佬怎么改成AMD显卡或者CPU？,2023-04-10.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/48,把.cuda()去掉就行,3
4,输出answer的时间很长，是否可以把文本向量化的部分提前做好存储起来？,2023-04-10.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/50,GPU：4090 24G显存,4
5,报错Use `repo_type` argument if needed.,2023-04-11.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/57,Traceback (most recent call last):,5
6,无法打开gradio的页面,2023-04-11.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/58,$ python webui.py,6
7,支持word，那word里面的图片正常显示吗？,2023-04-12.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/60,如题，刚刚从隔壁转过来的，想先了解下,7
8,detectron2 is not installed. Cannot use the hi_res partitioning strategy. Falling back to partitioning with the fast strategy.,2023-04-12.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/63,能够正常的跑起来，在加载content文件夹中的文件时，每加载一个文件都会提示：,8
9,cpu上运行webui，step3 asking时报错,2023-04-12.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/66,web运行，文件加载都正常，asking时报错,9
10,建议弄一个插件系统,2023-04-13.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/67,如题弄成stable-diffusion-webui那种能装插件，再开一个存储库给使用者或插件开发，存储或下载插件。,10
11,请教加载模型出错！？,2023-04-13.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/75,AttributeError: module 'transformers_modules.chatglm-6b.configuration_chatglm' has no attribute 'ChatGLMConfig 怎么解决呀,11
12,从本地知识检索内容的时候，是否可以设置相似度阈值，小于这个阈值的内容不返回，即使会小于设置的VECTOR_SEARCH_TOP_K参数呢？谢谢大佬,2023-04-13.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/76,比如 问一些 你好/你是谁 等一些跟本地知识库无关的问题,12
13,如何改成多卡推理？,2023-04-13.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/77,+1,13
14,能否弄个懒人包，可以一键体验？,2023-04-13.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/78,能否弄个懒人包，可以一键体验？,14
15,连续问问题会导致崩溃,2023-04-13.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/79,看上去不是爆内存的问题，连续问问题后，会出现如下报错,15
16,AttributeError: 'NoneType' object has no attribute 'as_retriever',2023-04-14.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/86,"环境：windows 11, anaconda/python 3.8",16
17,FileNotFoundError: Could not find module 'nvcuda.dll' (or one of its dependencies). Try using the full path with constructor syntax.,2023-04-14.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/87,请检查一下cuda或cudnn是否存在安装问题,17
18,加载txt文件失败？,2023-04-14.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/89,![JppHrGOWFa](https://user-images.githubusercontent.com/109277248/232009383-bf7c46d1-a01e-4e0a-9de6-5b5ed3e36158.jpg),18
19,NameError: name 'chatglm' is not defined,2023-04-14.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/90,"This share link expires in 72 hours. For free permanent hosting and GPU upgrades (NEW!), check out Spaces: https://huggingface.co/spaces",19
20,打不开地址？,2023-04-14.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/91,报错数据如下：,20
21,加载md文件出错,2023-04-14.00,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/98,运行 webui.py后能访问页面，上传一个md文件后，日志中有错误。等待后能加载完成，提示可以提问了，但提问没反应，日志中有错误。 具体日志如下。,21
22,建议增加获取在线知识的能力,2023-04-15.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/101,建议增加获取在线知识的能力,22
23,txt 未能成功加载,2023-04-15.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/103,hinese. Creating a new one with MEAN pooling.,23
24,pdf加载失败,2023-04-15.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/105,e:\a.txt加载成功了，e:\a.pdf加载就失败，pdf文件里面前面几页是图片，后面都是文字，加载失败没有报更多错误，请问该怎么排查？,24
25,一直停在文本加载处,2023-04-15.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/108,一直停在文本加载处,25
26," File ""/root/.cache/huggingface/modules/transformers_modules/chatglm-6b/modeling_chatglm.py"", line 440, in forward new_tensor_shape = mixed_raw_layer.size()[:-1] + ( TypeError: torch.Size() takes an iterable of 'int' (item 2 is 'float')",2023-04-17.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/113,按照最新的代码，发现,26
27,后续会提供前后端分离的功能吗？,2023-04-17.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/114,类似这种https://github.com/lm-sys/FastChat/tree/main/fastchat/serve,27
28,安装依赖报错,2023-04-17.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/115,(test) C:\Users\linh\Desktop\langchain-ChatGLM-master>pip install -r requirements.txt,28
29,问特定问题会出现爆显存,2023-04-17.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/117,正常提问没问题。,29
30,Expecting value: line 1 column 1 (char 0),2023-04-17.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/118,运行后 第一步加载配置一直报错：,30
31,embedding https://huggingface.co/GanymedeNil/text2vec-large-chinese/tree/main是免费的，效果比对openai的如何？,2023-04-17.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/119,-------------------------------------------------------------------------------,31
32,这是什么错误，在Colab上运行的。,2023-04-17.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/120,libcuda.so.1: cannot open shared object file: No such file or directory,32
33,只想用自己的lora微调后的模型进行对话，不想加载任何本地文档，该如何调整？,2023-04-18.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/121,能出一个单独的教程吗,33
34,"租的gpu,Running on local URL: http://0.0.0.0:7860 To create a public link, set `share=True` in `launch()`. 浏览器上访问不了？？？",2023-04-18.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/122,(chatglm20230401) root@autodl-container-e82d11963c-10ece0d7:~/autodl-tmp/chatglm/langchain-ChatGLM-20230418# python3.9 webui.py,34
35,本地部署中的报错请教,2023-04-18.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/124,"您好，在本地运行langchain-ChatGLM过程中，环境及依赖的包都已经满足条件，但是运行webui.py,报错如下（运行cli_demo.py报错类似），请问是哪里出了错呢？盼望您的回复，谢谢！",35
36,报错。The dtype of attention mask (torch.int64) is not bool,2023-04-18.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/131,The dtype of attention mask (torch.int64) is not bool,36
37,[求助] pip install -r requirements.txt 的时候出现以下报错。。。有大佬帮忙看看怎么搞么，下的release里面的包,2023-04-18.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/134,$ pip install -r requirements.txt,37
38,如何提升根据问题搜索到对应知识的准确率,2023-04-19.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/136,外链知识库最大的问题在于问题是短文本，知识是中长文本。如何根据问题精准的搜索到对应的知识是个最大的问题。这类本地化项目不像百度，由无数的网页，基本上每个问题都可以找到对应的页面。,38
39,是否可以增加向量召回的阈值设定，有些召回内容相关性太低，导致模型胡言乱语,2023-04-20.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/140,如题,39
40,输入长度问题,2023-04-20.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/141,感谢作者支持ptuning微调模型。,40
41,已有部署好的chatGLM-6b，如何通过接口接入？,2023-04-20.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/144,已有部署好的chatGLM-6b，如何通过接口接入，而不是重新加载一个模型；,41
42,执行web_demo.py后，显示Killed，就退出了，是不是配置不足呢？,2023-04-20.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/146,![图片](https://user-images.githubusercontent.com/26102866/233256425-c7aab999-11d7-4de9-867b-23ef18d519e4.png),42
43,执行python cli_demo1.py,2023-04-20.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/147,Traceback (most recent call last):,43
44,报错：ImportError: cannot import name 'GENERATION_CONFIG_NAME' from 'transformers.utils',2023-04-20.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/149,(mychatGLM) PS D:\Users\admin3\zrh\langchain-ChatGLM> python cli_demo.py,44
45,上传文件并加载知识库时，会不停地出现临时文件,2023-04-21.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/153,环境：ubuntu 18.04,45
46,向知识库中添加文件后点击”上传文件并加载知识库“后Segmentation fault报错。,2023-04-23.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/161,运行服务后的提示如下：,46
47,langchain-serve 集成,2023-04-24.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/162,Hey 我是来自 [langchain-serve](https://github.com/jina-ai/langchain-serve) 的dev！,47
48,大佬们，wsl的ubuntu怎么配置用cuda加速，装了运行后发现是cpu在跑,2023-04-24.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/164,大佬们，wsl的ubuntu怎么配置用cuda加速，装了运行后发现是cpu在跑,48
49,在github codespaces docker运行出错,2023-04-24.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/165,docker run -d --restart=always --name chatglm -p 7860:7860 -v /www/wwwroot/code/langchain-ChatGLM:/chatGLM chatglm,49
50,有计划接入Moss模型嘛,2023-04-24.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/166,后续会开展测试，目前主要在优化langchain部分效果，如果有兴趣也欢迎提PR,50
51,怎么实现 API 部署？,2023-04-24.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/168,利用 fastapi 实现 API 部署方式，具体怎么实现，有方法说明吗？,51
52, 'NoneType' object has no attribute 'message_types_by_name'报错,2023-04-24.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/169,_HISTOGRAMPROTO = DESCRIPTOR.message_types_by_name['HistogramProto'],52
53,能否指定自己训练的text2vector模型？,2023-04-25.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/172,请问大佬：,53
54,关于项目支持的模型以及quantization_bit潜在的影响的问题,2023-04-26.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/176,作者您好～,54
55,运行python3.9 api.py WARNING: You must pass the application as an import string to enable 'reload' or 'workers'.,2023-04-26.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/179,api.py文件最下面改成这样试试：,55
56,ValidationError: 1 validation error for HuggingFaceEmbeddings model_kwargs extra fields not permitted (type=value_error.extra),2023-04-26.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/180,ValidationError: 1 validation error for HuggingFaceEmbeddings,56
57,如果没有检索到相关性比较高的，回答“我不知道”,2023-04-26.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/181,如果通过设计system_template，让模型在搜索到的文档都不太相关的情况下回答“我不知道”,57
58,请问如果不能联网，6B之类的文件从本地上传需要放到哪里,2023-04-26.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/182,感谢大佬的项目，很有启发~,58
59,知识库问答--输入新的知识库名称是中文的话，会报error,2023-04-27.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/184,知识库问答--输入新的知识库名称是中文的话，会报error，选择要加载的知识库那里也不显示之前添加的知识库,59
60,现在能通过问题匹配的相似度值，来直接返回文档中的文段，而不经过模型吗？因为有些答案在文档中，模型自己回答，不能回答文档中的答案,2023-04-27.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/186,现在能通过问题匹配的相似度值，来直接返回文档中的文段，而不经过模型吗？因为有些答案在文档中，模型自己回答，不能回答文档中的答案。也就是说，提供向量检索回答+模型回答相结合的策略。如果相似度值高于一定数值，直接返回文档中的文本，没有高于就返回模型的回答或者不知道,60
61,"TypeError: The type of ChatGLM.callback_manager differs from the new default value; if you wish to change the type of this field, please use a type annotation",2023-04-27.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/188,"Mac 运行 python3 ./webui.py 报 TypeError: The type of ChatGLM.callback_manager differs from the new default value; if you wish to change the type of this field, please use a type annotation",61
62,Not Enough Memory,2023-04-27.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/190,"运行命令行程序python cli_demo.py， 已经成功加载pdf文件, 报“DefaultCPUAllocator: not enough memory: you tried to allocate 458288380900 bytes”错误，请问哪里可以配置default memory",62
63,参与开发问题,2023-04-27.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/191,1.是否需要进专门的开发群,63
64,对话框中代码片段格式需改进,2023-04-27.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/192,最好能改进下输出代码片段的格式，目前输出的格式还不友好。,64
65,请问未来有可能支持belle吗,2023-04-28.01,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/195,如题，谢谢大佬,65
66,TypeError: cannot unpack non-iterable NoneType object,2023-04-28.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/200,"When i tried to change the knowledge vector store through `init_knowledge_vector_store`, the error `TypeError: cannot unpack non-iterable NoneType object` came out.",66
67,生成结果,2023-04-28.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/202,你好，想问一下langchain+chatglm-6B，找到相似匹配的prompt，是直接返回prompt对应的答案信息，还是chatglm-6B在此基础上自己优化答案？,67
68,在win、ubuntu下都出现这个错误：attributeerror: 't5forconditionalgeneration' object has no attribute 'stream_chat',2023-04-29.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/207,在win、ubuntu。下载完模型后，没办法修改代码以执行本地模型，每次都要重新输入路径； LLM 模型、Embedding 模型支持也都在官网下的，在其他项目（wenda）下可以使用,68
69,[FEATURE] knowledge_based_chatglm.py: renamed or missing?,2023-04-30.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/210,"Not found. Was it renamed? Or, is it missing? How can I get it?",69
70,sudo apt-get install -y nvidia-container-toolkit-base执行报错,2023-05-01.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/211,**问题描述 / Problem Description**,70
71,效果不佳几乎答不上来,2023-05-01.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/212,提供了50条问答的docx文件,71
72,有没有可能新增一个基于chatglm api调用的方式构建langchain,2023-05-02.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/218,我有两台8G GPU/40G内存的服务器，一个台做成了chatglm的api ；想基于另外一台服务器部署langchain；网上好像没有类似的代码。,72
73,电脑是intel的集成显卡； 运行时告知我找不到nvcuda.dll，模型无法运行,2023-05-02.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/219,您好，我的电脑是intel的集成显卡，不过CPU是i5-11400 @ 2.60GHz ，内存64G；,73
74,根据langchain官方的文档和使用模式，是否可以改Faiss为Elasticsearch？会需要做哪些额外调整？求解,2023-05-03.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/221,本人新手小白，由于业务模式的原因（有一些自己的场景和优化），希望利用Elasticsearch做这个体系内部的检索机制，不知道是否可以替换，同时，还会涉及到哪些地方的改动？或者说可能会有哪些其他影响，希望作者和大佬们不吝赐教！,74
75,请问未来有可能支持t5吗,2023-05-04.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/224,请问可能支持基於t5的模型吗?,75
76,[BUG] 内存溢出 / torch.cuda.OutOfMemoryError:,2023-05-04.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/229,**问题描述 / Problem Description**,76
77,报错 No module named 'chatglm_llm',2023-05-04.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/230,明明已经安装了包，却在python里吊不出来,77
78,能出一个api部署的描述文档吗,2023-05-04.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/233,**功能描述 / Feature Description**,78
79,使用docs/API.md 出错,2023-05-04.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/234,使用API.md文档2种方法，出错,79
80,加载pdf文档报错？,2023-05-05.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/238,ew one with MEAN pooling.,80
81,上传的本地知识文件后再次上传不能显示，只显示成功了一个，别的上传成功后再次刷新就没了,2023-05-05.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/239,您好，项目有很大启发，感谢~,81
82,创建了新的虚拟环境，安装了相关包，并且自动下载了相关的模型，但是仍旧出现：OSError: Unable to load weights from pytorch checkpoint file for,2023-05-05.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/240,![78ac8e663fdc312d0e9d78da95925c4](https://user-images.githubusercontent.com/34124260/236378728-9ea4424f-0f7f-4013-9d33-820b723de321.png),82
83,[BUG] 数据加载不进来,2023-05-05.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/243,使用的.txt格式，utf-8编码，报以下错误,83
84,不能读取pdf,2023-05-05.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/244,请问是webui还是cli_demo,84
85,本地txt文件有500M，加载的时候很慢，如何提高速度？,2023-05-06.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/251,![yayRzxSYHP](https://user-images.githubusercontent.com/109277248/236592902-f5ab338d-c1e9-43dc-ae16-9df2cd3c1378.jpg),85
86,[BUG] gradio上传知识库后刷新之后 知识库就不见了 只有重启才能看到之前的上传的知识库,2023-05-06.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/253,gradio上传知识库后刷新之后 知识库就不见了 只有重启才能看到之前的上传的知识库,86
87,[FEATURE] 可以支持 OpenAI 的模型嘛？比如 GPT-3、GPT-3.5、GPT-4；embedding 增加 text-embedding-ada-002,2023-05-06.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/254,**功能描述 / Feature Description**,87
88,[FEATURE] 能否增加对于milvus向量数据库的支持 / Concise description of the feature,2023-05-06.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/256,**功能描述 / Feature Description**,88
89,CPU和GPU上跑，除了速度有区别，准确率效果回答上有区别吗？,2023-05-06.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/259,理论上没有区别,89
90,m1，请问在生成回答时怎么看是否使用了mps or cpu？,2023-05-06.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/260,m1，请问在生成回答时怎么看是否使用了mps or cpu？,90
91,知识库一刷新就没了,2023-05-07.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/263,知识库上传后刷新就没了,91
92,本地部署报没有模型,2023-05-07.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/267,建议在下载llm和embedding模型至本地后在configs/model_config中写入模型本地存储路径后再运行,92
93,[BUG] python3: can't open file 'webui.py': [Errno 2] No such file or directory,2023-05-08.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/269,**问题描述 / Problem Description**,93
94,模块缺失提示,2023-05-08.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/271,因为已有自己使用的docker环境，直接启动webui.py，提示,94
95,"运行api.py后，执行curl -X POST ""http://127.0.0.1:7861"" 报错？",2023-05-08.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/272,"执行curl -X POST ""http://127.0.0.1:7861"" \ -H 'Content-Type: application/json' \ -d '{""prompt"": ""你好"", ""history"": []}'，报错怎么解决",95
96,[BUG] colab安装requirements提示protobuf版本问题？,2023-05-08.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/273,pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.,96
97,请问项目里面向量相似度使用了什么方法计算呀？,2023-05-08.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/275,基本按照langchain里的FAISS.similarity_search_with_score_by_vector实现,97
98,[BUG] 安装detectron2后，pdf无法加载,2023-05-08.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/276,**问题描述 / Problem Description**,98
99,[BUG] 使用ChatYuan-V2模型无法流式输出，会报错,2023-05-08.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/277,一方面好像是ChatYuan本身不支持stream_chat，有人在clueai那边提了issue他们说还没开发，所以估计这个attribute调不起来；但是另一方面看报错好像是T5模型本身就不是decoder-only模型，所以不能流式输出吧（个人理解）,99
100,[BUG] 无法加载text2vec模型,2023-05-08.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/278,**问题描述 / Problem Description**,100
101,请问能否增加网络搜索功能,2023-05-08.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/281,请问能否增加网络搜索功能,101
102,[FEATURE] 结构化数据sql、excel、csv啥时会支持呐。,2023-05-08.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/283,**功能描述 / Feature Description**,102
103,TypeError: ChatGLM._call() got an unexpected keyword argument 'stop',2023-05-08.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/284,No sentence-transformers model found with name D:\DevProject\langchain-ChatGLM\GanymedeNil\text2vec-large-chinese. Creating a new one with MEAN pooling.,103
104,关于api.py的一些bug和设计逻辑问题？,2023-05-09.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/285,首先冒昧的问一下，这个api.py，开发者大佬们是在自己电脑上测试后确实没问题吗？,104
105,有没有租用的算力平台上，运行api.py后，浏览器http://localhost:7861/报错,2023-05-09.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/287,是不是租用的gpu平台上都会出现这个问题？？？,105
106,请问一下项目中有用到文档段落切割方法吗？,2023-05-09.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/288,text_load中的文档切割方法用上了吗？在代码中看好像没有用到？,106
107,"报错 raise ValueError(f""Knowledge base {knowledge_base_id} not found"") ValueError: Knowledge base ./vector_store not found",2023-05-09.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/289,"File ""/root/autodl-tmp/chatglm/langchain-ChatGLM-master/api.py"", line 183, in chat",107
108,能接入vicuna模型吗,2023-05-09.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/290,目前本地已经有了vicuna模型能直接接入吗？,108
109,[BUG] 提问公式相关问题大概率爆显存,2023-05-09.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/291,**问题描述 / Problem Description**,109
110,安装pycocotools失败，找了好多方法都不能解决。,2023-05-10.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/292,**问题描述 / Problem Description**,110
111,使用requirements安装，PyTorch安装的是CPU版本,2023-05-10.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/294,如题目，使用requirements安装，PyTorch安装的是CPU版本，运行程序的时候，也是使用CPU在工作。,111
112,能不能给一个毛坯服务器的部署教程,2023-05-10.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/298,“开发部署”你当成服务器的部署教程用就行了。,112
113, Error(s) in loading state_dict for ChatGLMForConditionalGeneration:,2023-05-10.02,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/299,运行中出现的问题，7860的端口页面显示不出来，求助。,113
114,ChatYuan-large-v2模型加载失败,2023-05-10.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/300,**实际结果 / Actual Result**,114
115,新增摘要功能,2023-05-10.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/303,你好，后续会考虑新增对长文本信息进行推理和语音理解功能吗？比如生成摘要,115
116,[BUG] pip install -r requirements.txt 出错,2023-05-10.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/304,pip install langchain -i https://pypi.org/simple,116
117,[BUG] 上传知识库文件报错,2023-05-10.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/305,![19621e29eaa547d01213bee53d81e6a](https://github.com/imClumsyPanda/langchain-ChatGLM/assets/84606552/7f6ceb46-e494-4b0e-939c-23b585a6d9d8),117
118,[BUG] AssertionError: <class 'gradio.layouts.Accordion'> Component with id 41 not a valid input component.,2023-05-10.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/306,**问题描述 / Problem Description**,118
119,[BUG] CUDA out of memory with container deployment,2023-05-10.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/310,**问题描述 / Problem Description**,119
120,[FEATURE] 增加微调训练功能,2023-05-11.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/311,**功能描述 / Feature Description**,120
121,如何使用多卡部署，多个gpu,2023-05-11.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/315,"机器上有多个gpu,如何全使用了",121
122,请问这个知识库问答，和chatglm的关系是什么,2023-05-11.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/319,这个知识库问答，哪部分关联到了chatglm，是不是没有这个chatglm，知识库问答也可单单拎出来,122
123,[BUG] 运行的时候报错ImportError: libcudnn.so.8: cannot open shared object file: No such file or directory,2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/324,**问题描述 / Problem Description**raceback (most recent call last):,123
124,webui启动成功，但有报错,2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/325,**问题描述 / Problem Description**,124
125,切换MOSS的时候报错,2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/327,danshi但是发布的源码中，,125
126,vicuna模型是否能接入？,2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/328,您好！关于MOSS模型和vicuna模型，都是AutoModelForCausalLM来加载模型的，但是稍作更改（模型路径这些）会报这个错误。这个错误的造成是什么,126
127,你好，请问一下在阿里云CPU服务器上跑可以吗？可以的话比较理想的cpu配置是什么？,2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/330,你好，请问一下在阿里云CPU服务器上跑可以吗？可以的话比较理想的cpu配置是什么？,127
128,你好，请问8核32g的CPU可以跑多轮对话吗？,2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/331,什么样的cpu配置比较好呢？我目前想部署CPU下的多轮对话？,128
129,[BUG] 聊天内容输入超过10000个字符系统出现错误,2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/332,聊天内容输入超过10000个字符系统出现错误，如下图所示：,129
130,能增加API的多用户访问接口部署吗？,2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/333,默认部署程序仅支持单用户访问，多用户则需要排队访问。测试过相关的几个Github多用户工程，但是其中一些仍然不满足要求。本节将系统介绍如何实现多用户同时访问ChatGLM的部署接口，包括http、websocket（流式输出，stream）和web页面等方式，主要目录如下所示。,130
131,多卡部署,2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/334,用单机多卡或多机多卡，fastapi部署模型，怎样提高并发,131
132,WEBUI能否指定知识库目录？,2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/335,**功能描述 / Feature Description**,132
133,[BUG] Cannot read properties of undefined (reading 'error'),2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/336,**问题描述 / Problem Description**,133
134,[BUG] 1 validation error for HuggingFaceEmbeddings model_kwargs extra fields not permitted.,2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/337,模型加载到 100% 后出现问题：,134
135,上传知识库需要重启能不能修复一下,2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/338,挺严重的这个问题,135
136,[BUG] 4块v100卡爆显存，在LLM会话模式也一样,2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/339,**问题描述 / Problem Description**,136
137,针对上传的文件配置不同的TextSpliter,2023-05-12.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/341,1. 目前的ChineseTextSpliter切分对英文尤其是代码文件不友好，而且限制固定长度；导致对话结果不如人意,137
138,[FEATURE] 未来可增加Bloom系列模型吗？根据甲骨易的测试，这系列中文评测效果不错,2023-05-13.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/346,**功能描述 / Feature Description**,138
139,[BUG] v0.1.12打包镜像后启动webui.py失败 / Concise description of the issue,2023-05-13.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/347,**问题描述 / Problem Description**,139
140,切换MOSS模型时报错,2023-05-13.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/349,昨天问了下，说是transformers版本不对，需要4.30.0，发现没有这个版本，今天更新到4.29.1，依旧报错，错误如下,140
141,[BUG] pdf文档加载失败,2023-05-13.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/350,**问题描述 / Problem Description**,141
142,建议可以在后期增强一波注释，这样也有助于更多人跟进提PR,2023-05-13.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/351,知道作者和团队在疯狂更新审查代码，只是建议后续稳定后可以把核心代码进行一些注释的补充，从而能帮助更多人了解各个模块作者的思路从而提出更好的优化。,142
143,[FEATURE] MOSS 量化版支援,2023-05-13.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/353,**功能描述 / Feature Description**,143
144,[BUG] moss模型无法加载,2023-05-13.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/356,**问题描述 / Problem Description**,144
145,[BUG] load_doc_qa.py 中的 load_file 函数有bug,2023-05-14.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/358,原函数为：,145
146,[FEATURE] API模式，知识库加载优化,2023-05-14.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/359,如题，当前版本，每次调用本地知识库接口，都将加载一次知识库，是否有更好的方式？,146
147,运行Python api.py脚本后端部署后，怎么使用curl命令调用？,2023-05-15.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/361,也就是说，我现在想做个对话机器人，想和公司的前后端联调？怎么与前后端相互调用呢？可私信，有偿解答！！！,147
148,上传知识库需要重启能不能修复一下,2023-05-15.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/363,上传知识库需要重启能不能修复一下,148
149,[BUG] pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple,2023-05-15.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/364,我的python是3.8.5的,149
150,pip install gradio 报错,2023-05-15.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/367,大佬帮我一下,150
151,[BUG] pip install gradio 一直卡不动,2023-05-15.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/369,![aba82742dd9d4d242181662eb5027a7](https://github.com/imClumsyPanda/langchain-ChatGLM/assets/84606552/cd9600d9-f6e7-46b7-b1be-30ed8b99f76b),151
152,[BUG] 简洁阐述问题 / Concise description of the issue,2023-05-16.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/370,初次加载本地知识库成功，但提问后，就无法重写加载本地知识库,152
153,[FEATURE] 简洁阐述功能 / Concise description of the feature,2023-05-16.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/371,**功能描述 / Feature Description**,153
154,在windows上，模型文件默认会安装到哪,2023-05-16.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/372,-------------------------------------------------------------------------------,154
155,[FEATURE] 兼顾对话管理,2023-05-16.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/374,如何在知识库检索的情况下，兼顾对话管理？,155
156,llm device: cpu embedding device: cpu,2023-05-16.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/376,**问题描述 / Problem Description**,156
157,[FEATURE] 简洁阐述功能 /文本文件的知识点之间使用什么分隔符可以分割？,2023-05-16.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/377,**功能描述 / Feature Description**,157
158,[BUG] 上传文件失败：PermissionError: [WinError 32] 另一个程序正在使用此文件，进程无法访问。,2023-05-16.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/379,**问题描述 / Problem Description**,158
159,[BUG] 执行python api.py 报错,2023-05-16.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/383,错误信息,159
160,model_kwargs extra fields not permitted (type=value_error.extra),2023-05-16.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/384,"大家好，请问这个有遇到的么,？",160
161,[BUG] 简洁阐述问题 / Concise description of the issue,2023-05-17.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/385,执行的时候出现了ls1 = [ls[0]],161
162,[FEATURE] 性能优化,2023-05-17.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/388,**功能描述 / Feature Description**,162
163,"[BUG] Moss模型问答，RuntimeError: probability tensor contains either inf, nan or element < 0",2023-05-17.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/390,**问题描述 / Problem Description**,163
164,有没有人知道v100GPU的32G显存，会报错吗？支持V100GPU吗？,2023-05-17.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/392,**问题描述 / Problem Description**,164
165,针对于编码问题比如'gbk' codec can't encode character '\xab' in position 14: illegal multibyte sequence粗浅的解决方法,2023-05-17.03,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/397,**功能描述 / Feature Description**,165
166,Could not import sentence_transformers python package. Please install it with `pip install sentence_transformers`.,2023-05-18.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/400,**问题描述 / Problem Description**,166
167,支持模型问答与检索问答,2023-05-18.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/401,不同的query，根据意图不一致，回答也应该不一样。,167
168,文本分割的时候，能不能按照txt文件的每行进行分割，也就是按照换行符号\n进行分割？？？,2023-05-18.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/403,下面的代码应该怎么修改？,168
169,local_doc_qa/local_doc_chat 接口响应是串行,2023-05-18.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/405,**问题描述 / Problem Description**,169
170,"为什么找到出处了,但是还是无法回答该问题?",2023-05-18.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/406,![图片](https://github.com/imClumsyPanda/langchain-ChatGLM/assets/3349611/1fc81d61-2409-4330-9065-fdda1a27c86a),170
171,"请问下:知识库测试中的:添加单条内容,如果换成文本导入是是怎样的格式?我发现添加单条内容测试效果很好.",2023-05-18.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/412,"我发现在知识库测试中`添加单条内容`,并且勾选`禁止内容分句入库`,即使 `不开启上下文关联`的测试效果都非常好.",171
172,[BUG] 无法配置知识库,2023-05-18.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/413,**问题描述 / Problem Description**,172
173,[BUG] 部署在阿里PAI平台的EAS上访问页面是白屏,2023-05-19.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/414,**问题描述 / Problem Description**,173
174,API部署后调用/local_doc_qa/local_doc_chat 返回Knowledge base samples not found,2023-05-19.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/416,入参,174
175,[FEATURE] 上传word另存为的txt文件报 'ascii' codec can't decode byte 0xb9 in position 6: ordinal not in range(128),2023-05-20.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/421,上传word另存为的txt文件报,175
176,创建保存的知识库刷新后没有出来，这个知识库是永久保存的吗？可以连外部的 向量知识库吗？,2023-05-21.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/422,创建保存的知识库刷新后没有出来，这个知识库是永久保存的吗？可以连外部的 向量知识库吗？,176
177,[BUG] 用colab运行，无法加载模型，报错：'NoneType' object has no attribute 'message_types_by_name',2023-05-21.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/423,**问题描述 / Problem Description**,177
178,请问是否需要用到向量数据库？以及什么时候需要用到向量数据库？,2023-05-21.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/424,目前用的是 text2vec ， 请问是否需要用到向量数据库？以及什么时候需要用到向量数据库？,178
179,huggingface模型引用问题,2023-05-22.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/427,它最近似乎变成了一个Error？,179
180,你好，加载本地txt文件出现这个killed错误，TXT文件有100M左右大小。原因是？谢谢。,2023-05-22.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/429,"<img width=""677"" alt=""929aca3b22b8cd74e997a87b61d241b"" src=""https://github.com/imClumsyPanda/langchain-ChatGLM/assets/109277248/24024522-c884-4170-b5cf-a498491bd8bc"">",180
181,想请问一下，关于对本地知识的管理是如何管理？例如：通过http API接口添加数据 或者 删除某条数据,2023-05-22.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/430,例如：通过http API接口添加、删除、修改 某条数据。,181
182,[FEATURE] 双栏pdf识别问题,2023-05-22.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/432,试了一下模型，感觉对单栏pdf识别的准确性较高，但是由于使用的基本是ocr的技术，对一些双栏pdf论文识别出来有很多问题，请问有什么办法改善吗？,182
183,部署启动小问题，小弟初学求大佬解答,2023-05-22.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/433,1.python loader/image_loader.py时，提示ModuleNotFoundError: No module named 'configs'，但是跑python webui.py还是还能跑,183
184,能否支持检测到目录下文档有增加而去增量加载文档，不影响前台对话，其实就是支持读写分离。如果能支持查询哪些文档向量化了，删除过时文档等就更好了，谢谢。,2023-05-22.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/434,**功能描述 / Feature Description**,184
185,[BUG] 简洁阐述问题 / windows 下cuda错误，请用https://github.com/Keith-Hon/bitsandbytes-windows.git,2023-05-22.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/435,pip install git+https://github.com/Keith-Hon/bitsandbytes-windows.git,185
186,"[BUG] from commit 33bbb47, Required library version not found: libbitsandbytes_cuda121_nocublaslt.so. Maybe you need to compile it from source?",2023-05-23.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/438,**问题描述 / Problem Description**,186
187,[BUG] 简洁阐述问题 / Concise description of the issue上传60m的txt文件报错，显示超时，请问这个能上传的文件大小有限制吗,2023-05-23.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/439,"ERROR 2023-05-23 11:13:09,627-1d: Timeout reached while detecting encoding for ./docs/GLM模型格式数据.txt",187
188,[BUG] TypeError: issubclass() arg 1 must be a class,2023-05-23.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/440,**问题描述**,188
189,"执行python3 webui.py后，一直提示”模型未成功加载，请到页面左上角""模型配置""选项卡中重新选择后点击""加载模型""按钮“",2023-05-23.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/441,**问题描述 / Problem Description**,189
190,是否能提供网页文档得导入支持,2023-05-23.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/444,现在很多都是在线文档作为协作得工具，所以通过URL导入在线文档需求更大,190
191,[BUG] history 索引问题,2023-05-23.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/445,在比较对话框的history和模型chat function 中的history时， 发现并不匹配，在传入 llm._call 时，history用的索引是不是有点问题，导致上一轮对话的内容并不输入给模型。,191
192,[BUG] moss_llm没有实现,2023-05-23.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/447,有些方法没支持，如history_len,192
193,请问langchain-ChatGLM如何删除一条本地知识库的数据？,2023-05-23.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/448,例如：用户刚刚提交了一条错误的数据到本地知识库中了，现在如何在本地知识库从找到，并且对此删除。,193
194,[BUG] 简洁阐述问题 / UnboundLocalError: local variable 'resp' referenced before assignment,2023-05-24.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/450,"在最新一版的代码中， 运行api.py 出现了以上错误（UnboundLocalError: local variable 'resp' referenced before assignment）， 通过debug的方式观察到local_doc_qa.llm.generatorAnswer(prompt=question, history=history,streaming=True)可能不返回任何值。",194
195,请问有没有 PROMPT_TEMPLATE 能让模型不回答敏感问题,2023-05-24.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/452,## PROMPT_TEMPLATE问题,195
196,[BUG] 测试环境 Python 版本有误,2023-05-24.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/456,**问题描述 / Problem Description**,196
197,[BUG] webui 部署后样式不正确,2023-05-24.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/458,**问题描述 / Problem Description**,197
198,配置默认LLM模型的问题,2023-05-24.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/459,**问题描述 / Problem Description**,198
199,[FEATURE]是时候更新一下autoDL的镜像了,2023-05-24.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/460,如题，跑了下autoDL的镜像，发现是4.27号的，git pull新版本的代码功能+老的依赖环境，各种奇奇怪怪的问题。,199
200,[BUG] tag:0.1.13 以cpu模式下，想使用本地模型无法跑起来，各种路径参数问题,2023-05-24.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/462,-------------------------------------------------------------------------------,200
201,[BUG] 有没有同学遇到过这个错！！！加载本地txt文件出现这个killed错误，TXT文件有100M左右大小。,2023-05-25.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/463,运行cli_demo.py。是本地的txt文件太大了吗？100M左右。,201
202,API版本能否提供WEBSOCKET的流式接口,2023-05-25.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/464,webui 版本中，采用了WS的流式输出，整体感知反应很快,202
203,[BUG] 安装bug记录,2023-05-25.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/465,按照[install文档](https://github.com/imClumsyPanda/langchain-ChatGLM/blob/master/docs/INSTALL.md)安装的，,203
204,VUE的pnmp i执行失败的修复-用npm i命令即可,2023-05-25.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/466,感谢作者！非常棒的应用，用的很开心。,204
205,请教个问题，有没有人知道cuda11.4是否支持？？？,2023-05-25.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/467,请教个问题，有没有人知道cuda11.4是否支持？？？,205
206,请问有实现多轮问答中基于问题的搜索上下文关联么,2023-05-25.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/468,在基于知识库的多轮问答中，第一个问题讲述了一个主题，后续的问题描述没有包含这个主题的关键词，但又存在上下文的关联。如果用后续问题去搜索知识库有可能会搜索出无关的信息，从而导致大模型无法正确回答问题。请问这个项目要考虑这种情况吗？,206
207,[BUG] 内存不足的问题,2023-05-26.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/470,我用了本地的chatglm-6b-int4模型，然后显示了内存不足（win10+32G内存+1080ti11G），一般需要多少内存才足够？这个bug应该如何解决？,207
208,[BUG] 纯内网环境安装pycocotools失败,2023-05-26.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/472,**问题描述 / Problem Description**,208
209,[BUG] webui.py 重新加载模型会导致 KeyError,2023-05-26.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/473,**问题描述 / Problem Description**,209
210,chatyuan无法使用,2023-05-26.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/475,**问题描述 / Problem Description**,210
211,[BUG] 文本分割模型AliTextSplitter存在bug，会把“.”作为分割符,2023-05-26.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/476,"阿里达摩院的语义分割模型存在bug，默认会把"".”作为分割符进行分割而不管上下文语义。是否还有其他分割符则未知。建议的修改方案：把“.”统一替换为其他字符，分割后再替换回来。或者添加其他分割模型。",211
212,[BUG] RuntimeError: Error in faiss::FileIOReader::FileIOReader(const char*) a,2023-05-27.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/479,**问题描述 / Problem Description**,212
213,[FEATURE] 安装，为什么conda create要额外指定路径 用-p ，而不是默认的/envs下面,2023-05-28.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/481,##**功能描述 / Feature Description**,213
214,[小白求助] 通过Anaconda执行webui.py后，无法打开web链接,2023-05-28.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/485,在执行webui.py命令后，http://0.0.0.0:7860复制到浏览器后无法打开，显示“无法访问此网站”。,214
215,[BUG] 使用 p-tuningv2后的模型，重新加载报错,2023-05-29.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/486,把p-tunningv2训练完后的相关文件放到了p-tunningv2文件夹下，勾选使用p-tuningv2点重新加载模型，控制台输错错误信息：,215
216,[小白求助] 服务器上执行webui.py后，在本地无法打开web链接,2023-05-29.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/487,此项目执行在xxx.xx.xxx.xxx服务器上，我在webui.py上的代码为 (demo,216
217,[FEATURE] 能不能支持VisualGLM-6B,2023-05-29.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/488,**功能描述 / Feature Description**,217
218,你好，问一下各位，后端api部署的时候，支持多用户同时问答吗？？？,2023-05-29.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/489,支持多用户的话，最多支持多少用户问答？根据硬件而定吧？,218
219,V100GPU显存占满，而利用率却为0，这是为什么？,2023-05-29.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/491,"<img width=""731"" alt=""de45fe2b6cb76fa091b6e8f76a3de60"" src=""https://github.com/imClumsyPanda/langchain-ChatGLM/assets/109277248/c32efd52-7dbf-4e9b-bd4d-0944d73d0b8b"">",219
220,[求助] 如果在公司内部搭建产品知识库，使用INT-4模型，200人规模需要配置多少显存的服务器？,2023-05-29.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/492,如题，计划给公司搭一个在线知识库。,220
221,你好，请教个问题，目前问答回复需要20秒左右，如何提高速度？V10032G服务器。,2023-05-29.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/493,**问题描述 / Problem Description**,221
222,[FEATURE] 如何实现只匹配下文，而不要上文的结果,2023-05-29.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/494,在构建自己的知识库时，主要采用问答对的形式，那么也就是我需要的回答是在我的问题下面的内容，但是目前设置了chunk_size的值以后匹配的是上下文的内容，但我实际并不需要上文的。为了实现更完整的展示下面的答案，我只能调大chunk_size的值，但实际上上文的一半内容都是我不需要的。也就是扔了一半没用的东西给prompt，在faiss.py中我也没找到这块的一些描述，请问该如何进行修改呢？,222
223,你好，问一下，我调用api.py部署，为什么用ip加端口可以使用postman调用，而改为域名使用postman无法调用？,2023-05-30.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/497,![5ufBSWxLyF](https://github.com/imClumsyPanda/langchain-ChatGLM/assets/109277248/70e2fbac-5699-48d0-b0d1-3dc84fd042c2),223
224,调用api.py中的stream_chat，返回source_documents中出现中文乱码。,2023-05-30.04,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/498,-------------------------------------------------------------------------------,224
225,[BUG] 捉个虫，api.py中的stream_chat解析json问题,2023-05-30.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/501,**问题描述 / Problem Description**,225
226,windows本地部署遇到了omp错误,2023-05-31.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/502,**问题描述 / Problem Description**,226
227,"[BUG] bug14 ,""POST /local_doc_qa/upload_file HTTP/1.1"" 422 Unprocessable Entity",2023-05-31.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/503,上传的文件报错，返回错误，api.py,227
228,你好，请教个问题，api.py部署的时候，如何改为多线程调用？谢谢,2023-05-31.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/505,目前的api.py脚本不支持多线程,228
229,你好，请教一下。api.py部署的时候，能不能提供给后端流失返回结果。,2023-05-31.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/507,curl -X 'POST' \,229
230,流式输出，流式接口，使用server-sent events技术。,2023-05-31.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/508,想这样一样，https://blog.csdn.net/weixin_43228814/article/details/130063010,230
231,计划增加流式输出功能吗？ChatGLM模型通过api方式调用响应时间慢怎么破，Fastapi流式接口来解惑，能快速提升响应速度,2023-05-31.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/509,**问题描述 / Problem Description**,231
232,[BUG] 知识库上传时发生ERROR (could not open xxx for reading: No such file or directory),2023-05-31.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/510,**问题描述 / Problem Description**,232
233,api.py脚本打算增加SSE流式输出吗？,2023-05-31.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/511,curl调用的时候可以检测第一个字，从而提升回复的体验,233
234,[BUG] 使用tornado实现webSocket，可以多个客户端同时连接，并且实现流式回复，但是多个客户端同时使用，答案就很乱，是模型不支持多线程吗,2023-05-31.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/512,import asyncio,234
235,支持 chinese_alpaca_plus_lora 吗 基于llama的,2023-06-01.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/514,支持 chinese_alpaca_plus_lora 吗 基于llama的，https://github.com/ymcui/Chinese-LLaMA-Alpaca这个项目的,235
236,[BUG] 现在能读图片的pdf了，但是文字的pdf反而读不了了，什么情况？？？,2023-06-01.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/515,**问题描述 / Problem Description**,236
237,在推理的过程中卡住不动，进程无法正常结束,2023-06-01.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/516,**问题描述 / Problem Description**,237
238,curl调用的时候，从第二轮开始，curl如何传参可以实现多轮对话？,2023-06-01.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/517,第一轮调用：,238
239,建议添加api.py部署后的日志管理功能？,2023-06-01.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/518,-------------------------------------------------------------------------------,239
240,有大佬知道，怎么多线程部署api.py脚本吗？,2023-06-01.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/519,api.py部署后，使用下面的请求，时间较慢，好像是单线程，如何改为多线程部署api.py：,240
241,[BUG] 上传文件到知识库 任何格式与内容都永远失败,2023-06-01.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/520,上传知识库的时候，传txt无法解析，就算是穿content/sample里的样例txt也无法解析，上传md、pdf等都无法加载，会持续性等待，等到了超过30分钟也不行。,241
242,关于prompt_template的问题,2023-06-01.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/521,请问这段prompt_template是什么意思，要怎么使用？可以给一个具体模板参考下吗？,242
243,[BUG] 简洁阐述问题 / Concise description of the issue,2023-06-01.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/522,**问题描述 / Problem Description**,243
244,"中文分词句号处理（关于表达金额之间的"".""）",2023-06-02.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/523,建议处理12.6亿元的这样的分词，最好别分成12 和6亿这样的，需要放到一起,244
245,ImportError: cannot import name 'inference' from 'paddle',2023-06-02.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/526,在网上找了一圈，有说升级paddle的，我做了还是没有用，有说安装paddlepaddle的，我找了豆瓣的镜像源，但安装报错cannot detect archive format,245
246,[BUG] webscoket 接口串行问题（/local_doc_qa/stream-chat/{knowledge_base_id}）,2023-06-02.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/527,**问题描述 / Problem Description**,246
247,[FEATURE] 刷新页面更新知识库列表,2023-06-02.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/528,**功能描述以及改进方案**,247
248,[BUG] 使用ptuning微调模型后，问答效果并不好,2023-06-02.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/530,### 未调用ptuning,248
249,[BUG] 多轮对话效果不佳,2023-06-02.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/532,在进行多轮对话的时候，无论设置的history_len是多少，效果都不好。事实上我将其设置成了最大值10，但在对话中，仍然无法实现多轮对话：,249
250,"RuntimeError: MPS backend out of memory (MPS allocated: 18.00 GB, other allocations: 4.87 MB, max allowed: 18.13 GB)",2023-06-02.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/533,**问题描述**,250
251, 请大家重视这个issue！真正使用肯定是多用户并发问答，希望增加此功能！！！,2023-06-02.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/534,这得看你有多少显卡,251
252,在启动项目的时候如何使用到多张gpu啊？,2023-06-02.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/535,**在启动项目的时候如何使用到多张gpu啊？**,252
253, 使用流式输出的时候，curl调用的格式是什么？,2023-06-02.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/536,"app.websocket(""/local_doc_qa/stream-chat/{knowledge_base_id}"")(stream_chat)中的knowledge_base_id应该填什么？？？",253
254,使用本地 vicuna-7b模型启动错误,2023-06-02.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/538,环境: ubuntu 22.04 cuda 12.1 没有安装nccl，使用rtx2080与m60显卡并行计算,254
255,为什么会不调用GPU直接调用CPU呢,2023-06-02.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/539,我的阿里云配置是16G显存，用默认代码跑webui.py时提示,255
256,上传多个文件时会互相覆盖,2023-06-03.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/541,1、在同一个知识库中上传多个文件时会互相覆盖，无法结合多个文档的知识，有大佬知道怎么解决吗？,256
257,[BUG] ‘gcc’不是内部或外部命令/LLM对话只能持续一轮,2023-06-03.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/542,No compiled kernel found.,257
258,以API模式启动项目却没有知识库的接口列表？,2023-06-04.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/544,请问如何获取知识库的接口列表？如果没有需要自行编写的话，可不可以提供相关的获取方式，感谢,258
259,程序以API模式启动的时候，如何才能让接口以stream模式被调用呢？,2023-06-05.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/546,作者您好，我在以API模式进行程序启动后，我发现接口响应时间很长，怎么样才能让接口以stream模式被调用呢？我想实现像webui模式的回答那样,259
260,关于原文中表格转为文本后数据相关度问题。,2023-06-06.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/547,原文中表格数据转换为文本，以 （X-Y：值；...） 的格式每一行组织成一句话，但这样做后发现相关度较低，效果很差，有何好的方案吗？,260
261,启动后LLM和知识库问答模式均只有最后一轮记录,2023-06-06.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/548,拉取最新代码，问答时，每次页面只显示最后一次问答记录，需要修改什么参数才可以保留历史记录？,261
262,提供system message配置，以便于让回答不要超出知识库范围,2023-06-06.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/549,**功能描述 / Feature Description**,262
263,[BUG] 使用p-tunningv2报错,2023-06-06.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/551,按照readme的指示把p-tunningv2训练完后的文件放到了p-tunningv2文件夹下，勾选使用p-tuningv2点重新加载模型，控制台提示错误信息：,263
264,[BUG] 智障，这么多问题，也好意思放出来，浪费时间,2023-06-06.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/553,。。。,264
265,[FEATURE] 我看代码文件中有一个ali_text_splitter.py，为什么不用他这个文本分割器了？,2023-06-06.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/554,我看代码文件中有一个ali_text_splitter.py，为什么不用他这个文本分割器了？,265
266,加载文档函数报错,2023-06-06.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/557,"def load_file(filepath, sentence_size=SENTENCE_SIZE):",266
267,参考指引安装docker后，运行cli_demo.py，提示killed,2023-06-06.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/558,root@b3d1bd08095c:/chatGLM# python3 cli_demo.py,267
268,注意：如果安装错误，注意这两个包的版本 wandb==0.11.0 protobuf==3.18.3,2023-06-06.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/559,Error1: 如果启动异常报错 `protobuf` 需要更新到 `protobuf==3.18.3 `,268
269,知识库对长文的知识相关度匹配不太理想有何优化方向,2023-06-07.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/563,我们可能录入一个文章有 1W 字，里面涉及这个文章主题的很多角度问题，我们针对他提问，他相关度匹配的内容和实际我们需要的答案相差很大怎么办。,269
270,使用stream-chat函数进行流式输出的时候，能使用curl调用吗？,2023-06-07.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/565,为什么下面这样调用会报错？？？,270
271,有大佬实践过 并行 或者 多线程 的部署方案吗？,2023-06-07.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/566,+1,271
272,多线程部署遇到问题？,2023-06-07.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/567,"<img width=""615"" alt=""3d87bf74f0cf1a4820cc9e46b245859"" src=""https://github.com/imClumsyPanda/langchain-ChatGLM/assets/109277248/8787570d-88bd-434e-aaa4-cb9276d1aa50"">",272
273,[BUG] 用fastchat加载vicuna-13b模型进行知识库的问答有token的限制错误,2023-06-07.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/569,当我开启fastchat的vicuna-13b的api服务，然后config那里配置好(api本地测试过可以返回结果)，然后知识库加载好之后(知识库大概有1000多个文档，用chatGLM可以正常推理)，进行问答时出现token超过限制，就问了一句hello；,273
274,现在的添加知识库，文件多了总是报错，也不知道自己加载了哪些文件，报错后也不知道是全部失败还是一部分成功；希望能有个加载指定文件夹作为知识库的功能,2023-06-07.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/574,**功能描述 / Feature Description**,274
275,[BUG] moss模型本地加载报错,2023-06-08.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/577,moss模型本地加载报错：,275
276,加载本地moss模型报错Can't instantiate abstract class MOSSLLM with abstract methods _history_len,2023-06-08.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/578,(vicuna) ps@ps[13:56:20]:/data/chat/langchain-ChatGLM2/langchain-ChatGLM-0.1.13$ python webui.py --model-dir local_models --model moss --no-remote-model,276
277,[FEATURE] 能增加在前端页面控制prompt_template吗？或是能支持前端页面选择使用哪个prompt？,2023-06-08.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/579,目前只能在config里修改一个prompt，想在多个不同场景切换比较麻烦,277
278,[BUG] streamlit ui的bug，在增加知识库时会报错,2023-06-08.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/580,**问题描述 / Problem Description**,278
279,[FEATURE] webui/webui_st可以支持history吗？目前仅能一次对话,2023-06-08.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/581,试了下webui和webui_st都不支持历史对话啊，只能对话一次，不能默认开启所有history吗？,279
280,启动python cli_demo.py --model chatglm-6b-int4-qe报错,2023-06-09.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/585,下载好模型，和相关依赖环境，之间运行`python cli_demo.py --model chatglm-6b-int4-qe`报错了：,280
281,重新构建知识库报错,2023-06-09.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/586,**问题描述 / Problem Description**,281
282,[FEATURE] 能否屏蔽paddle，我不需要OCR，效果差依赖环境还很复杂,2023-06-09.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/587,希望能不依赖paddle,282
283,question ：文档向量化这个可以自己手动实现么？,2023-06-09.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/589,现有公司级数据500G+，需要使用这个功能，请问如何手动实现这个向量化，然后并加载,283
284,view前端能进行流式的返回吗？？,2023-06-09.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/590,view前端能进行流式的返回吗？？,284
285,"[BUG] Load parallel cpu kernel failed, using default cpu kernel code",2023-06-11.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/594,**问题描述 / Problem Description**,285
286,[BUG] 简洁阐述问题 / Concise description of the issue,2023-06-11.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/595,**问题描述 / Problem Description**,286
287,我在上传本地知识库时提示KeyError: 'name'错误，本地知识库都是.txt文件，文件数量大约是2000+。,2023-06-12.05,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/597,"<img width=""649"" alt=""KError"" src=""https://github.com/imClumsyPanda/langchain-ChatGLM/assets/59411575/1ecc8182-aeee-4a0a-bbc3-74c2f1373f2d"">",287
288,model_config.py中有vicuna-13b-hf模型的配置信息，但是好像还是不可用？,2023-06-12.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/600,@dongyihua543,288
289,"ImportError: Using SOCKS proxy, but the 'socksio' package is not installed. Make sure to install httpx using `pip install httpx[socks]`.",2023-06-12.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/605,应该代理问题，但是尝试了好多方法都解决不了，,289
290,[BUG] similarity_search_with_score_by_vector在找不到匹配的情况下出错,2023-06-12.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/607,在设置匹配阈值 VECTOR_SEARCH_SCORE_THRESHOLD 的情况下，vectorstore会返回空，此时上述处理函数会出错,290
291,[FEATURE] 请问如何搭建英文知识库呢,2023-06-12.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/609,**功能描述 / Feature Description**,291
292,谁有vicuna权重？llama转换之后的,2023-06-13.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/611,**问题描述 / Problem Description**,292
293,[FEATURE] API能实现上传文件夹的功能么？,2023-06-13.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/612,用户懒得全选所有的文件，就想上传个文件夹，请问下API能实现这个功能么？,293
294,请问在多卡部署后，上传单个文件作为知识库，用的是单卡在生成向量还是多卡？,2023-06-13.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/614,目前我检测我本地多卡部署的，好像生成知识库向量的时候用的还是单卡,294
295,[BUG] python webui.py提示非法指令,2023-06-13.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/615,(/data/conda-langchain [root@chatglm langchain-ChatGLM]# python webui.py,295
296,知识库文件跨行切分问题,2023-06-13.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/616,我的知识库文件txt文件，是一行一条知识，用\n分行。,296
297,[FEATURE] bing搜索问答有流式的API么？,2023-06-13.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/617,web端是有这个bing搜索回答，但api接口没有发现，大佬能给个提示么？,297
298,希望出一个macos m2的安装教程,2023-06-14.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/620,mac m2安装，模型加载成功了，知识库文件也上传成功了，但是一问答就会报错，报错内容如下,298
299,为【出处】提供高亮显示,2023-06-14.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/621,具体出处里面，对相关的内容高亮显示，不包含前后文。,299
300,[BUG] CPU运行cli_demo.py，不回答，hang住,2023-06-14.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/622,没有GPU；32G内存的ubuntu机器。,300
301,关于删除知识库里面的文档后，LLM知识库对话的时候还是会返回该被删除文档的内容,2023-06-14.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/623,如题，在vue前端成功执行删除知识库里面文档A.txt后，未能也在faiss索引中也删除该文档，LLM还是会返回这个A.txt的内容，并且以A.txt为出处，未能达到删除的效果,301
302,"[BUG] 调用知识库进行问答,显存会一直叠加",2023-06-14.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/625,"14G的显存,调用的chatglm-6b-int8模型,进行知识库问答时,最多问答四次就会爆显存了,观察了一下显存使用情况,每一次使用就会增加一次显存,请问这样是正常的吗?是否有什么配置需要开启可以解决这个问题?例如进行一次知识库问答清空上次问题的显存?",302
303,[BUG] web页面 重新构建数据库 失败，导致 原来的上传的数据库都没了,2023-06-14.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/626,web页面 重新构建数据库 失败，导致 原来的上传的数据库都没了,303
304,在CPU上运行webui.py报错Tensor on device cpu is not on the expected device meta!,2023-06-14.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/627,在CPU上运行python webui.py能启动，但最后有：RuntimeError: Tensor on device cpu is not on the expected device meta!,304
305,"OSError: [WinError 1114] 动态链接库(DLL)初始化例程失败。 Error loading ""E:\xxx\envs\langchain\lib\site-packages\torch\lib\caffe2_nvrtc.dll"" or one of its dependencies.哪位大佬知道如何解决吗？",2023-06-14.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/629,**问题描述 / Problem Description**,305
306,[BUG] WEBUI删除知识库文档，会导致知识库问答失败,2023-06-15.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/632,如题，从知识库已有文件中选择要删除的文件，点击删除后，在问答框输入内容回车报错,306
307,更新后的版本中，删除知识库中的文件，再提问出现error错误,2023-06-15.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/634,针对更新版本，识别到一个问题，过程如下：,307
308,我配置好了环境，想要实现本地知识库的问答？可是它返回给我的,2023-06-15.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/637,没有总结，只有相关度的回复，但是我看演示里面表现的，回复是可以实现总结的，我去查询代码,308
309,[BUG] NPM run dev can not successfully start the VUE frontend,2023-06-15.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/638,**问题描述 / Problem Description**,309
310,[BUG] 简洁阐述问题 / Concise description of the issue,2023-06-15.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/639,**问题描述 / Problem Description**,310
311,提一个模型加载的bug，我在截图中修复了，你们有空可以看一下。,2023-06-15.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/642,![model_load_bug](https://github.com/imClumsyPanda/langchain-ChatGLM/assets/59411575/4432adc4-ccdd-45d9-aafc-5f2d1963403b),311
312,[求助]关于设置embedding model路径的问题,2023-06-16.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/643,如题，我之前成功跑起来过一次，但因环境丢失重新配置 再运行webui就总是报错,312
313,Lora微调后的模型可以直接使用吗,2023-06-16.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/646,看model_config.py里是有USE_LORA这个参数的，但是在cli_demo.py和webui.py这两个里面都没有用到，实际测试下来模型没有微调的效果，想问问现在这个功能实现了吗,313
314,write_check_file在tmp_files目录下生成的load_file.txt是否需要一直保留，占用空间很大，在建完索引后能否删除,2023-06-16.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/647,**功能描述 / Feature Description**,314
315,[BUG] /local_doc_qa/list_files?knowledge_base_id=test删除知识库bug,2023-06-16.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/649,1.新建test知识库并上传文件（在vue前端完成并检查后端发现确实生成了test文件夹以及下面的content和vec_store,315
316,[BUG] vue webui无法加载知识库,2023-06-16.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/650,拉取了最新的代码，分别运行了后端api和前端web，点击知识库，始终只能显示simple，无法加载知识库,316
317,不能本地加载moss模型吗？,2023-06-16.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/652,手动下载模型设置local_model_path路径依旧提示缺少文件，该如何正确配置？,317
318,macos m2 pro docker 安装失败,2023-06-17.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/654,macos m2 pro docker 安装失败,318
319, [BUG] mac m1 pro 运行提示 zsh: segmentation fault,2023-06-17.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/655,运行： python webui.py,319
320,安装 requirements 报错,2023-06-17.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/656,(langchainchatglm) D:\github\langchain-ChatGLM>pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple/,320
321,[BUG] AssertionError,2023-06-17.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/658,**问题描述 / Problem Description**,321
322,[FEATURE] 支持AMD win10 本地部署吗？,2023-06-18.06,https://github.com/imClumsyPanda/langchain-ChatGLM/issues/660,**功能描述 / Feature Description**,322
knowledge_base/samples/isssues_merge/langchain-ChatGLM_open.jsonl 0 → 100644
{"title": "效果如何优化", "file": "2023-04-04.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/14", "detail": "如图所示，将该项目的README.md和该项目结合后，回答效果并不理想，请问可以从哪些方面进行优化", "id": 0}
{"title": "怎么让模型严格根据检索的数据进行回答，减少胡说八道的回答呢", "file": "2023-04-04.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/15", "detail": "举个例子：", "id": 1}
{"title": "When I try to run the `python knowledge_based_chatglm.py`, I got this error in macOS(M1 Max, OS 13.2)", "file": "2023-04-07.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/32", "detail": "```python", "id": 2}
{"title": "萌新求教大佬怎么改成AMD显卡或者CPU？", "file": "2023-04-10.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/48", "detail": "把.cuda()去掉就行", "id": 3}
{"title": "输出answer的时间很长，是否可以把文本向量化的部分提前做好存储起来？", "file": "2023-04-10.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/50", "detail": "GPU：4090 24G显存", "id": 4}
{"title": "报错Use `repo_type` argument if needed.", "file": "2023-04-11.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/57", "detail": "Traceback (most recent call last):", "id": 5}
{"title": "无法打开gradio的页面", "file": "2023-04-11.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/58", "detail": "$ python webui.py", "id": 6}
{"title": "支持word，那word里面的图片正常显示吗？", "file": "2023-04-12.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/60", "detail": "如题，刚刚从隔壁转过来的，想先了解下", "id": 7}
{"title": "detectron2 is not installed. Cannot use the hi_res partitioning strategy. Falling back to partitioning with the fast strategy.", "file": "2023-04-12.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/63", "detail": "能够正常的跑起来，在加载content文件夹中的文件时，每加载一个文件都会提示：", "id": 8}
{"title": "cpu上运行webui，step3 asking时报错", "file": "2023-04-12.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/66", "detail": "web运行，文件加载都正常，asking时报错", "id": 9}
{"title": "建议弄一个插件系统", "file": "2023-04-13.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/67", "detail": "如题弄成stable-diffusion-webui那种能装插件，再开一个存储库给使用者或插件开发，存储或下载插件。", "id": 10}
{"title": "请教加载模型出错！？", "file": "2023-04-13.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/75", "detail": "AttributeError: module 'transformers_modules.chatglm-6b.configuration_chatglm' has no attribute 'ChatGLMConfig 怎么解决呀", "id": 11}
{"title": "从本地知识检索内容的时候，是否可以设置相似度阈值，小于这个阈值的内容不返回，即使会小于设置的VECTOR_SEARCH_TOP_K参数呢？谢谢大佬", "file": "2023-04-13.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/76", "detail": "比如 问一些 你好/你是谁 等一些跟本地知识库无关的问题", "id": 12}
{"title": "如何改成多卡推理？", "file": "2023-04-13.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/77", "detail": "+1", "id": 13}
{"title": "能否弄个懒人包，可以一键体验？", "file": "2023-04-13.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/78", "detail": "能否弄个懒人包，可以一键体验？", "id": 14}
{"title": "连续问问题会导致崩溃", "file": "2023-04-13.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/79", "detail": "看上去不是爆内存的问题，连续问问题后，会出现如下报错", "id": 15}
{"title": "AttributeError: 'NoneType' object has no attribute 'as_retriever'", "file": "2023-04-14.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/86", "detail": "环境：windows 11, anaconda/python 3.8", "id": 16}
{"title": "FileNotFoundError: Could not find module 'nvcuda.dll' (or one of its dependencies). Try using the full path with constructor syntax.", "file": "2023-04-14.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/87", "detail": "请检查一下cuda或cudnn是否存在安装问题", "id": 17}
{"title": "加载txt文件失败？", "file": "2023-04-14.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/89", "detail": "![JppHrGOWFa](https://user-images.githubusercontent.com/109277248/232009383-bf7c46d1-a01e-4e0a-9de6-5b5ed3e36158.jpg)", "id": 18}
{"title": "NameError: name 'chatglm' is not defined", "file": "2023-04-14.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/90", "detail": "This share link expires in 72 hours. For free permanent hosting and GPU upgrades (NEW!), check out Spaces: https://huggingface.co/spaces", "id": 19}
{"title": "打不开地址？", "file": "2023-04-14.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/91", "detail": "报错数据如下：", "id": 20}
{"title": "加载md文件出错", "file": "2023-04-14.00", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/98", "detail": "运行 webui.py后能访问页面，上传一个md文件后，日志中有错误。等待后能加载完成，提示可以提问了，但提问没反应，日志中有错误。 具体日志如下。", "id": 21}
{"title": "建议增加获取在线知识的能力", "file": "2023-04-15.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/101", "detail": "建议增加获取在线知识的能力", "id": 22}
{"title": "txt 未能成功加载", "file": "2023-04-15.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/103", "detail": "hinese. Creating a new one with MEAN pooling.", "id": 23}
{"title": "pdf加载失败", "file": "2023-04-15.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/105", "detail": "e:\\a.txt加载成功了，e:\\a.pdf加载就失败，pdf文件里面前面几页是图片，后面都是文字，加载失败没有报更多错误，请问该怎么排查？", "id": 24}
{"title": "一直停在文本加载处", "file": "2023-04-15.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/108", "detail": "一直停在文本加载处", "id": 25}
{"title": " File \"/root/.cache/huggingface/modules/transformers_modules/chatglm-6b/modeling_chatglm.py\", line 440, in forward new_tensor_shape = mixed_raw_layer.size()[:-1] + ( TypeError: torch.Size() takes an iterable of 'int' (item 2 is 'float')", "file": "2023-04-17.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/113", "detail": "按照最新的代码，发现", "id": 26}
{"title": "后续会提供前后端分离的功能吗？", "file": "2023-04-17.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/114", "detail": "类似这种https://github.com/lm-sys/FastChat/tree/main/fastchat/serve", "id": 27}
{"title": "安装依赖报错", "file": "2023-04-17.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/115", "detail": "(test) C:\\Users\\linh\\Desktop\\langchain-ChatGLM-master>pip install -r requirements.txt", "id": 28}
{"title": "问特定问题会出现爆显存", "file": "2023-04-17.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/117", "detail": "正常提问没问题。", "id": 29}
{"title": "Expecting value: line 1 column 1 (char 0)", "file": "2023-04-17.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/118", "detail": "运行后 第一步加载配置一直报错：", "id": 30}
{"title": "embedding https://huggingface.co/GanymedeNil/text2vec-large-chinese/tree/main是免费的，效果比对openai的如何？", "file": "2023-04-17.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/119", "detail": "-------------------------------------------------------------------------------", "id": 31}
{"title": "这是什么错误，在Colab上运行的。", "file": "2023-04-17.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/120", "detail": "libcuda.so.1: cannot open shared object file: No such file or directory", "id": 32}
{"title": "只想用自己的lora微调后的模型进行对话，不想加载任何本地文档，该如何调整？", "file": "2023-04-18.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/121", "detail": "能出一个单独的教程吗", "id": 33}
{"title": "租的gpu,Running on local URL: http://0.0.0.0:7860 To create a public link, set `share=True` in `launch()`. 浏览器上访问不了？？？", "file": "2023-04-18.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/122", "detail": "(chatglm20230401) root@autodl-container-e82d11963c-10ece0d7:~/autodl-tmp/chatglm/langchain-ChatGLM-20230418# python3.9 webui.py", "id": 34}
{"title": "本地部署中的报错请教", "file": "2023-04-18.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/124", "detail": "您好，在本地运行langchain-ChatGLM过程中，环境及依赖的包都已经满足条件，但是运行webui.py,报错如下（运行cli_demo.py报错类似），请问是哪里出了错呢？盼望您的回复，谢谢！", "id": 35}
{"title": "报错。The dtype of attention mask (torch.int64) is not bool", "file": "2023-04-18.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/131", "detail": "The dtype of attention mask (torch.int64) is not bool", "id": 36}
{"title": "[求助] pip install -r requirements.txt 的时候出现以下报错。。。有大佬帮忙看看怎么搞么，下的release里面的包", "file": "2023-04-18.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/134", "detail": "$ pip install -r requirements.txt", "id": 37}
{"title": "如何提升根据问题搜索到对应知识的准确率", "file": "2023-04-19.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/136", "detail": "外链知识库最大的问题在于问题是短文本，知识是中长文本。如何根据问题精准的搜索到对应的知识是个最大的问题。这类本地化项目不像百度，由无数的网页，基本上每个问题都可以找到对应的页面。", "id": 38}
{"title": "是否可以增加向量召回的阈值设定，有些召回内容相关性太低，导致模型胡言乱语", "file": "2023-04-20.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/140", "detail": "如题", "id": 39}
{"title": "输入长度问题", "file": "2023-04-20.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/141", "detail": "感谢作者支持ptuning微调模型。", "id": 40}
{"title": "已有部署好的chatGLM-6b，如何通过接口接入？", "file": "2023-04-20.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/144", "detail": "已有部署好的chatGLM-6b，如何通过接口接入，而不是重新加载一个模型；", "id": 41}
{"title": "执行web_demo.py后，显示Killed，就退出了，是不是配置不足呢？", "file": "2023-04-20.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/146", "detail": "![图片](https://user-images.githubusercontent.com/26102866/233256425-c7aab999-11d7-4de9-867b-23ef18d519e4.png)", "id": 42}
{"title": "执行python cli_demo1.py", "file": "2023-04-20.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/147", "detail": "Traceback (most recent call last):", "id": 43}
{"title": "报错：ImportError: cannot import name 'GENERATION_CONFIG_NAME' from 'transformers.utils'", "file": "2023-04-20.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/149", "detail": "(mychatGLM) PS D:\\Users\\admin3\\zrh\\langchain-ChatGLM> python cli_demo.py", "id": 44}
{"title": "上传文件并加载知识库时，会不停地出现临时文件", "file": "2023-04-21.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/153", "detail": "环境：ubuntu 18.04", "id": 45}
{"title": "向知识库中添加文件后点击”上传文件并加载知识库“后Segmentation fault报错。", "file": "2023-04-23.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/161", "detail": "运行服务后的提示如下：", "id": 46}
{"title": "langchain-serve 集成", "file": "2023-04-24.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/162", "detail": "Hey 我是来自 [langchain-serve](https://github.com/jina-ai/langchain-serve) 的dev！", "id": 47}
{"title": "大佬们，wsl的ubuntu怎么配置用cuda加速，装了运行后发现是cpu在跑", "file": "2023-04-24.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/164", "detail": "大佬们，wsl的ubuntu怎么配置用cuda加速，装了运行后发现是cpu在跑", "id": 48}
{"title": "在github codespaces docker运行出错", "file": "2023-04-24.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/165", "detail": "docker run -d --restart=always --name chatglm -p 7860:7860 -v /www/wwwroot/code/langchain-ChatGLM:/chatGLM chatglm", "id": 49}
{"title": "有计划接入Moss模型嘛", "file": "2023-04-24.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/166", "detail": "后续会开展测试，目前主要在优化langchain部分效果，如果有兴趣也欢迎提PR", "id": 50}
{"title": "怎么实现 API 部署？", "file": "2023-04-24.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/168", "detail": "利用 fastapi 实现 API 部署方式，具体怎么实现，有方法说明吗？", "id": 51}
{"title": " 'NoneType' object has no attribute 'message_types_by_name'报错", "file": "2023-04-24.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/169", "detail": "_HISTOGRAMPROTO = DESCRIPTOR.message_types_by_name['HistogramProto']", "id": 52}
{"title": "能否指定自己训练的text2vector模型？", "file": "2023-04-25.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/172", "detail": "请问大佬：", "id": 53}
{"title": "关于项目支持的模型以及quantization_bit潜在的影响的问题", "file": "2023-04-26.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/176", "detail": "作者您好～", "id": 54}
{"title": "运行python3.9 api.py WARNING: You must pass the application as an import string to enable 'reload' or 'workers'.", "file": "2023-04-26.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/179", "detail": "api.py文件最下面改成这样试试：", "id": 55}
{"title": "ValidationError: 1 validation error for HuggingFaceEmbeddings model_kwargs extra fields not permitted (type=value_error.extra)", "file": "2023-04-26.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/180", "detail": "ValidationError: 1 validation error for HuggingFaceEmbeddings", "id": 56}
{"title": "如果没有检索到相关性比较高的，回答“我不知道”", "file": "2023-04-26.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/181", "detail": "如果通过设计system_template，让模型在搜索到的文档都不太相关的情况下回答“我不知道”", "id": 57}
{"title": "请问如果不能联网，6B之类的文件从本地上传需要放到哪里", "file": "2023-04-26.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/182", "detail": "感谢大佬的项目，很有启发~", "id": 58}
{"title": "知识库问答--输入新的知识库名称是中文的话，会报error", "file": "2023-04-27.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/184", "detail": "知识库问答--输入新的知识库名称是中文的话，会报error，选择要加载的知识库那里也不显示之前添加的知识库", "id": 59}
{"title": "现在能通过问题匹配的相似度值，来直接返回文档中的文段，而不经过模型吗？因为有些答案在文档中，模型自己回答，不能回答文档中的答案", "file": "2023-04-27.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/186", "detail": "现在能通过问题匹配的相似度值，来直接返回文档中的文段，而不经过模型吗？因为有些答案在文档中，模型自己回答，不能回答文档中的答案。也就是说，提供向量检索回答+模型回答相结合的策略。如果相似度值高于一定数值，直接返回文档中的文本，没有高于就返回模型的回答或者不知道", "id": 60}
{"title": "TypeError: The type of ChatGLM.callback_manager differs from the new default value; if you wish to change the type of this field, please use a type annotation", "file": "2023-04-27.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/188", "detail": "Mac 运行 python3 ./webui.py 报 TypeError: The type of ChatGLM.callback_manager differs from the new default value; if you wish to change the type of this field, please use a type annotation", "id": 61}
{"title": "Not Enough Memory", "file": "2023-04-27.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/190", "detail": "运行命令行程序python cli_demo.py， 已经成功加载pdf文件, 报“DefaultCPUAllocator: not enough memory: you tried to allocate 458288380900 bytes”错误，请问哪里可以配置default memory", "id": 62}
{"title": "参与开发问题", "file": "2023-04-27.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/191", "detail": "1.是否需要进专门的开发群", "id": 63}
{"title": "对话框中代码片段格式需改进", "file": "2023-04-27.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/192", "detail": "最好能改进下输出代码片段的格式，目前输出的格式还不友好。", "id": 64}
{"title": "请问未来有可能支持belle吗", "file": "2023-04-28.01", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/195", "detail": "如题，谢谢大佬", "id": 65}
{"title": "TypeError: cannot unpack non-iterable NoneType object", "file": "2023-04-28.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/200", "detail": "When i tried to change the knowledge vector store through `init_knowledge_vector_store`, the error `TypeError: cannot unpack non-iterable NoneType object` came out.", "id": 66}
{"title": "生成结果", "file": "2023-04-28.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/202", "detail": "你好，想问一下langchain+chatglm-6B，找到相似匹配的prompt，是直接返回prompt对应的答案信息，还是chatglm-6B在此基础上自己优化答案？", "id": 67}
{"title": "在win、ubuntu下都出现这个错误：attributeerror: 't5forconditionalgeneration' object has no attribute 'stream_chat'", "file": "2023-04-29.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/207", "detail": "在win、ubuntu。下载完模型后，没办法修改代码以执行本地模型，每次都要重新输入路径； LLM 模型、Embedding 模型支持也都在官网下的，在其他项目（wenda）下可以使用", "id": 68}
{"title": "[FEATURE] knowledge_based_chatglm.py: renamed or missing?", "file": "2023-04-30.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/210", "detail": "Not found. Was it renamed? Or, is it missing? How can I get it?", "id": 69}
{"title": "sudo apt-get install -y nvidia-container-toolkit-base执行报错", "file": "2023-05-01.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/211", "detail": "**问题描述 / Problem Description**", "id": 70}
{"title": "效果不佳几乎答不上来", "file": "2023-05-01.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/212", "detail": "提供了50条问答的docx文件", "id": 71}
{"title": "有没有可能新增一个基于chatglm api调用的方式构建langchain", "file": "2023-05-02.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/218", "detail": "我有两台8G GPU/40G内存的服务器，一个台做成了chatglm的api ；想基于另外一台服务器部署langchain；网上好像没有类似的代码。", "id": 72}
{"title": "电脑是intel的集成显卡； 运行时告知我找不到nvcuda.dll，模型无法运行", "file": "2023-05-02.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/219", "detail": "您好，我的电脑是intel的集成显卡，不过CPU是i5-11400 @ 2.60GHz ，内存64G；", "id": 73}
{"title": "根据langchain官方的文档和使用模式，是否可以改Faiss为Elasticsearch？会需要做哪些额外调整？求解", "file": "2023-05-03.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/221", "detail": "本人新手小白，由于业务模式的原因（有一些自己的场景和优化），希望利用Elasticsearch做这个体系内部的检索机制，不知道是否可以替换，同时，还会涉及到哪些地方的改动？或者说可能会有哪些其他影响，希望作者和大佬们不吝赐教！", "id": 74}
{"title": "请问未来有可能支持t5吗", "file": "2023-05-04.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/224", "detail": "请问可能支持基於t5的模型吗?", "id": 75}
{"title": "[BUG] 内存溢出 / torch.cuda.OutOfMemoryError:", "file": "2023-05-04.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/229", "detail": "**问题描述 / Problem Description**", "id": 76}
{"title": "报错 No module named 'chatglm_llm'", "file": "2023-05-04.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/230", "detail": "明明已经安装了包，却在python里吊不出来", "id": 77}
{"title": "能出一个api部署的描述文档吗", "file": "2023-05-04.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/233", "detail": "**功能描述 / Feature Description**", "id": 78}
{"title": "使用docs/API.md 出错", "file": "2023-05-04.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/234", "detail": "使用API.md文档2种方法，出错", "id": 79}
{"title": "加载pdf文档报错？", "file": "2023-05-05.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/238", "detail": "ew one with MEAN pooling.", "id": 80}
{"title": "上传的本地知识文件后再次上传不能显示，只显示成功了一个，别的上传成功后再次刷新就没了", "file": "2023-05-05.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/239", "detail": "您好，项目有很大启发，感谢~", "id": 81}
{"title": "创建了新的虚拟环境，安装了相关包，并且自动下载了相关的模型，但是仍旧出现：OSError: Unable to load weights from pytorch checkpoint file for", "file": "2023-05-05.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/240", "detail": "![78ac8e663fdc312d0e9d78da95925c4](https://user-images.githubusercontent.com/34124260/236378728-9ea4424f-0f7f-4013-9d33-820b723de321.png)", "id": 82}
{"title": "[BUG] 数据加载不进来", "file": "2023-05-05.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/243", "detail": "使用的.txt格式，utf-8编码，报以下错误", "id": 83}
{"title": "不能读取pdf", "file": "2023-05-05.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/244", "detail": "请问是webui还是cli_demo", "id": 84}
{"title": "本地txt文件有500M，加载的时候很慢，如何提高速度？", "file": "2023-05-06.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/251", "detail": "![yayRzxSYHP](https://user-images.githubusercontent.com/109277248/236592902-f5ab338d-c1e9-43dc-ae16-9df2cd3c1378.jpg)", "id": 85}
{"title": "[BUG] gradio上传知识库后刷新之后 知识库就不见了 只有重启才能看到之前的上传的知识库", "file": "2023-05-06.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/253", "detail": "gradio上传知识库后刷新之后 知识库就不见了 只有重启才能看到之前的上传的知识库", "id": 86}
{"title": "[FEATURE] 可以支持 OpenAI 的模型嘛？比如 GPT-3、GPT-3.5、GPT-4；embedding 增加 text-embedding-ada-002", "file": "2023-05-06.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/254", "detail": "**功能描述 / Feature Description**", "id": 87}
{"title": "[FEATURE] 能否增加对于milvus向量数据库的支持 / Concise description of the feature", "file": "2023-05-06.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/256", "detail": "**功能描述 / Feature Description**", "id": 88}
{"title": "CPU和GPU上跑，除了速度有区别，准确率效果回答上有区别吗？", "file": "2023-05-06.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/259", "detail": "理论上没有区别", "id": 89}
{"title": "m1，请问在生成回答时怎么看是否使用了mps or cpu？", "file": "2023-05-06.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/260", "detail": "m1，请问在生成回答时怎么看是否使用了mps or cpu？", "id": 90}
{"title": "知识库一刷新就没了", "file": "2023-05-07.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/263", "detail": "知识库上传后刷新就没了", "id": 91}
{"title": "本地部署报没有模型", "file": "2023-05-07.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/267", "detail": "建议在下载llm和embedding模型至本地后在configs/model_config中写入模型本地存储路径后再运行", "id": 92}
{"title": "[BUG] python3: can't open file 'webui.py': [Errno 2] No such file or directory", "file": "2023-05-08.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/269", "detail": "**问题描述 / Problem Description**", "id": 93}
{"title": "模块缺失提示", "file": "2023-05-08.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/271", "detail": "因为已有自己使用的docker环境，直接启动webui.py，提示", "id": 94}
{"title": "运行api.py后，执行curl -X POST \"http://127.0.0.1:7861\" 报错？", "file": "2023-05-08.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/272", "detail": "执行curl -X POST \"http://127.0.0.1:7861\" \\ -H 'Content-Type: application/json' \\ -d '{\"prompt\": \"你好\", \"history\": []}'，报错怎么解决", "id": 95}
{"title": "[BUG] colab安装requirements提示protobuf版本问题？", "file": "2023-05-08.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/273", "detail": "pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.", "id": 96}
{"title": "请问项目里面向量相似度使用了什么方法计算呀？", "file": "2023-05-08.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/275", "detail": "基本按照langchain里的FAISS.similarity_search_with_score_by_vector实现", "id": 97}
{"title": "[BUG] 安装detectron2后，pdf无法加载", "file": "2023-05-08.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/276", "detail": "**问题描述 / Problem Description**", "id": 98}
{"title": "[BUG] 使用ChatYuan-V2模型无法流式输出，会报错", "file": "2023-05-08.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/277", "detail": "一方面好像是ChatYuan本身不支持stream_chat，有人在clueai那边提了issue他们说还没开发，所以估计这个attribute调不起来；但是另一方面看报错好像是T5模型本身就不是decoder-only模型，所以不能流式输出吧（个人理解）", "id": 99}
{"title": "[BUG] 无法加载text2vec模型", "file": "2023-05-08.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/278", "detail": "**问题描述 / Problem Description**", "id": 100}
{"title": "请问能否增加网络搜索功能", "file": "2023-05-08.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/281", "detail": "请问能否增加网络搜索功能", "id": 101}
{"title": "[FEATURE] 结构化数据sql、excel、csv啥时会支持呐。", "file": "2023-05-08.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/283", "detail": "**功能描述 / Feature Description**", "id": 102}
{"title": "TypeError: ChatGLM._call() got an unexpected keyword argument 'stop'", "file": "2023-05-08.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/284", "detail": "No sentence-transformers model found with name D:\\DevProject\\langchain-ChatGLM\\GanymedeNil\\text2vec-large-chinese. Creating a new one with MEAN pooling.", "id": 103}
{"title": "关于api.py的一些bug和设计逻辑问题？", "file": "2023-05-09.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/285", "detail": "首先冒昧的问一下，这个api.py，开发者大佬们是在自己电脑上测试后确实没问题吗？", "id": 104}
{"title": "有没有租用的算力平台上，运行api.py后，浏览器http://localhost:7861/报错", "file": "2023-05-09.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/287", "detail": "是不是租用的gpu平台上都会出现这个问题？？？", "id": 105}
{"title": "请问一下项目中有用到文档段落切割方法吗？", "file": "2023-05-09.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/288", "detail": "text_load中的文档切割方法用上了吗？在代码中看好像没有用到？", "id": 106}
{"title": "报错 raise ValueError(f\"Knowledge base {knowledge_base_id} not found\") ValueError: Knowledge base ./vector_store not found", "file": "2023-05-09.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/289", "detail": "File \"/root/autodl-tmp/chatglm/langchain-ChatGLM-master/api.py\", line 183, in chat", "id": 107}
{"title": "能接入vicuna模型吗", "file": "2023-05-09.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/290", "detail": "目前本地已经有了vicuna模型能直接接入吗？", "id": 108}
{"title": "[BUG] 提问公式相关问题大概率爆显存", "file": "2023-05-09.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/291", "detail": "**问题描述 / Problem Description**", "id": 109}
{"title": "安装pycocotools失败，找了好多方法都不能解决。", "file": "2023-05-10.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/292", "detail": "**问题描述 / Problem Description**", "id": 110}
{"title": "使用requirements安装，PyTorch安装的是CPU版本", "file": "2023-05-10.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/294", "detail": "如题目，使用requirements安装，PyTorch安装的是CPU版本，运行程序的时候，也是使用CPU在工作。", "id": 111}
{"title": "能不能给一个毛坯服务器的部署教程", "file": "2023-05-10.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/298", "detail": "“开发部署”你当成服务器的部署教程用就行了。", "id": 112}
{"title": " Error(s) in loading state_dict for ChatGLMForConditionalGeneration:", "file": "2023-05-10.02", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/299", "detail": "运行中出现的问题，7860的端口页面显示不出来，求助。", "id": 113}
{"title": "ChatYuan-large-v2模型加载失败", "file": "2023-05-10.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/300", "detail": "**实际结果 / Actual Result**", "id": 114}
{"title": "新增摘要功能", "file": "2023-05-10.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/303", "detail": "你好，后续会考虑新增对长文本信息进行推理和语音理解功能吗？比如生成摘要", "id": 115}
{"title": "[BUG] pip install -r requirements.txt 出错", "file": "2023-05-10.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/304", "detail": "pip install langchain -i https://pypi.org/simple", "id": 116}
{"title": "[BUG] 上传知识库文件报错", "file": "2023-05-10.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/305", "detail": "![19621e29eaa547d01213bee53d81e6a](https://github.com/imClumsyPanda/langchain-ChatGLM/assets/84606552/7f6ceb46-e494-4b0e-939c-23b585a6d9d8)", "id": 117}
{"title": "[BUG] AssertionError: <class 'gradio.layouts.Accordion'> Component with id 41 not a valid input component.", "file": "2023-05-10.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/306", "detail": "**问题描述 / Problem Description**", "id": 118}
{"title": "[BUG] CUDA out of memory with container deployment", "file": "2023-05-10.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/310", "detail": "**问题描述 / Problem Description**", "id": 119}
{"title": "[FEATURE] 增加微调训练功能", "file": "2023-05-11.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/311", "detail": "**功能描述 / Feature Description**", "id": 120}
{"title": "如何使用多卡部署，多个gpu", "file": "2023-05-11.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/315", "detail": "机器上有多个gpu,如何全使用了", "id": 121}
{"title": "请问这个知识库问答，和chatglm的关系是什么", "file": "2023-05-11.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/319", "detail": "这个知识库问答，哪部分关联到了chatglm，是不是没有这个chatglm，知识库问答也可单单拎出来", "id": 122}
{"title": "[BUG] 运行的时候报错ImportError: libcudnn.so.8: cannot open shared object file: No such file or directory", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/324", "detail": "**问题描述 / Problem Description**raceback (most recent call last):", "id": 123}
{"title": "webui启动成功，但有报错", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/325", "detail": "**问题描述 / Problem Description**", "id": 124}
{"title": "切换MOSS的时候报错", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/327", "detail": "danshi但是发布的源码中，", "id": 125}
{"title": "vicuna模型是否能接入？", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/328", "detail": "您好！关于MOSS模型和vicuna模型，都是AutoModelForCausalLM来加载模型的，但是稍作更改（模型路径这些）会报这个错误。这个错误的造成是什么", "id": 126}
{"title": "你好，请问一下在阿里云CPU服务器上跑可以吗？可以的话比较理想的cpu配置是什么？", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/330", "detail": "你好，请问一下在阿里云CPU服务器上跑可以吗？可以的话比较理想的cpu配置是什么？", "id": 127}
{"title": "你好，请问8核32g的CPU可以跑多轮对话吗？", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/331", "detail": "什么样的cpu配置比较好呢？我目前想部署CPU下的多轮对话？", "id": 128}
{"title": "[BUG] 聊天内容输入超过10000个字符系统出现错误", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/332", "detail": "聊天内容输入超过10000个字符系统出现错误，如下图所示：", "id": 129}
{"title": "能增加API的多用户访问接口部署吗？", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/333", "detail": "默认部署程序仅支持单用户访问，多用户则需要排队访问。测试过相关的几个Github多用户工程，但是其中一些仍然不满足要求。本节将系统介绍如何实现多用户同时访问ChatGLM的部署接口，包括http、websocket（流式输出，stream）和web页面等方式，主要目录如下所示。", "id": 130}
{"title": "多卡部署", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/334", "detail": "用单机多卡或多机多卡，fastapi部署模型，怎样提高并发", "id": 131}
{"title": "WEBUI能否指定知识库目录？", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/335", "detail": "**功能描述 / Feature Description**", "id": 132}
{"title": "[BUG] Cannot read properties of undefined (reading 'error')", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/336", "detail": "**问题描述 / Problem Description**", "id": 133}
{"title": "[BUG] 1 validation error for HuggingFaceEmbeddings model_kwargs extra fields not permitted.", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/337", "detail": "模型加载到 100% 后出现问题：", "id": 134}
{"title": "上传知识库需要重启能不能修复一下", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/338", "detail": "挺严重的这个问题", "id": 135}
{"title": "[BUG] 4块v100卡爆显存，在LLM会话模式也一样", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/339", "detail": "**问题描述 / Problem Description**", "id": 136}
{"title": "针对上传的文件配置不同的TextSpliter", "file": "2023-05-12.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/341", "detail": "1. 目前的ChineseTextSpliter切分对英文尤其是代码文件不友好，而且限制固定长度；导致对话结果不如人意", "id": 137}
{"title": "[FEATURE] 未来可增加Bloom系列模型吗？根据甲骨易的测试，这系列中文评测效果不错", "file": "2023-05-13.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/346", "detail": "**功能描述 / Feature Description**", "id": 138}
{"title": "[BUG] v0.1.12打包镜像后启动webui.py失败 / Concise description of the issue", "file": "2023-05-13.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/347", "detail": "**问题描述 / Problem Description**", "id": 139}
{"title": "切换MOSS模型时报错", "file": "2023-05-13.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/349", "detail": "昨天问了下，说是transformers版本不对，需要4.30.0，发现没有这个版本，今天更新到4.29.1，依旧报错，错误如下", "id": 140}
{"title": "[BUG] pdf文档加载失败", "file": "2023-05-13.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/350", "detail": "**问题描述 / Problem Description**", "id": 141}
{"title": "建议可以在后期增强一波注释，这样也有助于更多人跟进提PR", "file": "2023-05-13.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/351", "detail": "知道作者和团队在疯狂更新审查代码，只是建议后续稳定后可以把核心代码进行一些注释的补充，从而能帮助更多人了解各个模块作者的思路从而提出更好的优化。", "id": 142}
{"title": "[FEATURE] MOSS 量化版支援", "file": "2023-05-13.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/353", "detail": "**功能描述 / Feature Description**", "id": 143}
{"title": "[BUG] moss模型无法加载", "file": "2023-05-13.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/356", "detail": "**问题描述 / Problem Description**", "id": 144}
{"title": "[BUG] load_doc_qa.py 中的 load_file 函数有bug", "file": "2023-05-14.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/358", "detail": "原函数为：", "id": 145}
{"title": "[FEATURE] API模式，知识库加载优化", "file": "2023-05-14.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/359", "detail": "如题，当前版本，每次调用本地知识库接口，都将加载一次知识库，是否有更好的方式？", "id": 146}
{"title": "运行Python api.py脚本后端部署后，怎么使用curl命令调用？", "file": "2023-05-15.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/361", "detail": "也就是说，我现在想做个对话机器人，想和公司的前后端联调？怎么与前后端相互调用呢？可私信，有偿解答！！！", "id": 147}
{"title": "上传知识库需要重启能不能修复一下", "file": "2023-05-15.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/363", "detail": "上传知识库需要重启能不能修复一下", "id": 148}
{"title": "[BUG] pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple", "file": "2023-05-15.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/364", "detail": "我的python是3.8.5的", "id": 149}
{"title": "pip install gradio 报错", "file": "2023-05-15.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/367", "detail": "大佬帮我一下", "id": 150}
{"title": "[BUG] pip install gradio 一直卡不动", "file": "2023-05-15.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/369", "detail": "![aba82742dd9d4d242181662eb5027a7](https://github.com/imClumsyPanda/langchain-ChatGLM/assets/84606552/cd9600d9-f6e7-46b7-b1be-30ed8b99f76b)", "id": 151}
{"title": "[BUG] 简洁阐述问题 / Concise description of the issue", "file": "2023-05-16.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/370", "detail": "初次加载本地知识库成功，但提问后，就无法重写加载本地知识库", "id": 152}
{"title": "[FEATURE] 简洁阐述功能 / Concise description of the feature", "file": "2023-05-16.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/371", "detail": "**功能描述 / Feature Description**", "id": 153}
{"title": "在windows上，模型文件默认会安装到哪", "file": "2023-05-16.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/372", "detail": "-------------------------------------------------------------------------------", "id": 154}
{"title": "[FEATURE] 兼顾对话管理", "file": "2023-05-16.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/374", "detail": "如何在知识库检索的情况下，兼顾对话管理？", "id": 155}
{"title": "llm device: cpu embedding device: cpu", "file": "2023-05-16.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/376", "detail": "**问题描述 / Problem Description**", "id": 156}
{"title": "[FEATURE] 简洁阐述功能 /文本文件的知识点之间使用什么分隔符可以分割？", "file": "2023-05-16.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/377", "detail": "**功能描述 / Feature Description**", "id": 157}
{"title": "[BUG] 上传文件失败：PermissionError: [WinError 32] 另一个程序正在使用此文件，进程无法访问。", "file": "2023-05-16.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/379", "detail": "**问题描述 / Problem Description**", "id": 158}
{"title": "[BUG] 执行python api.py 报错", "file": "2023-05-16.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/383", "detail": "错误信息", "id": 159}
{"title": "model_kwargs extra fields not permitted (type=value_error.extra)", "file": "2023-05-16.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/384", "detail": "大家好，请问这个有遇到的么,？", "id": 160}
{"title": "[BUG] 简洁阐述问题 / Concise description of the issue", "file": "2023-05-17.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/385", "detail": "执行的时候出现了ls1 = [ls[0]]", "id": 161}
{"title": "[FEATURE] 性能优化", "file": "2023-05-17.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/388", "detail": "**功能描述 / Feature Description**", "id": 162}
{"title": "[BUG] Moss模型问答，RuntimeError: probability tensor contains either inf, nan or element < 0", "file": "2023-05-17.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/390", "detail": "**问题描述 / Problem Description**", "id": 163}
{"title": "有没有人知道v100GPU的32G显存，会报错吗？支持V100GPU吗？", "file": "2023-05-17.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/392", "detail": "**问题描述 / Problem Description**", "id": 164}
{"title": "针对于编码问题比如'gbk' codec can't encode character '\\xab' in position 14: illegal multibyte sequence粗浅的解决方法", "file": "2023-05-17.03", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/397", "detail": "**功能描述 / Feature Description**", "id": 165}
{"title": "Could not import sentence_transformers python package. Please install it with `pip install sentence_transformers`.", "file": "2023-05-18.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/400", "detail": "**问题描述 / Problem Description**", "id": 166}
{"title": "支持模型问答与检索问答", "file": "2023-05-18.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/401", "detail": "不同的query，根据意图不一致，回答也应该不一样。", "id": 167}
{"title": "文本分割的时候，能不能按照txt文件的每行进行分割，也就是按照换行符号\\n进行分割？？？", "file": "2023-05-18.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/403", "detail": "下面的代码应该怎么修改？", "id": 168}
{"title": "local_doc_qa/local_doc_chat 接口响应是串行", "file": "2023-05-18.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/405", "detail": "**问题描述 / Problem Description**", "id": 169}
{"title": "为什么找到出处了,但是还是无法回答该问题?", "file": "2023-05-18.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/406", "detail": "![图片](https://github.com/imClumsyPanda/langchain-ChatGLM/assets/3349611/1fc81d61-2409-4330-9065-fdda1a27c86a)", "id": 170}
{"title": "请问下:知识库测试中的:添加单条内容,如果换成文本导入是是怎样的格式?我发现添加单条内容测试效果很好.", "file": "2023-05-18.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/412", "detail": "我发现在知识库测试中`添加单条内容`,并且勾选`禁止内容分句入库`,即使 `不开启上下文关联`的测试效果都非常好.", "id": 171}
{"title": "[BUG] 无法配置知识库", "file": "2023-05-18.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/413", "detail": "**问题描述 / Problem Description**", "id": 172}
{"title": "[BUG] 部署在阿里PAI平台的EAS上访问页面是白屏", "file": "2023-05-19.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/414", "detail": "**问题描述 / Problem Description**", "id": 173}
{"title": "API部署后调用/local_doc_qa/local_doc_chat 返回Knowledge base samples not found", "file": "2023-05-19.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/416", "detail": "入参", "id": 174}
{"title": "[FEATURE] 上传word另存为的txt文件报 'ascii' codec can't decode byte 0xb9 in position 6: ordinal not in range(128)", "file": "2023-05-20.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/421", "detail": "上传word另存为的txt文件报", "id": 175}
{"title": "创建保存的知识库刷新后没有出来，这个知识库是永久保存的吗？可以连外部的 向量知识库吗？", "file": "2023-05-21.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/422", "detail": "创建保存的知识库刷新后没有出来，这个知识库是永久保存的吗？可以连外部的 向量知识库吗？", "id": 176}
{"title": "[BUG] 用colab运行，无法加载模型，报错：'NoneType' object has no attribute 'message_types_by_name'", "file": "2023-05-21.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/423", "detail": "**问题描述 / Problem Description**", "id": 177}
{"title": "请问是否需要用到向量数据库？以及什么时候需要用到向量数据库？", "file": "2023-05-21.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/424", "detail": "目前用的是 text2vec ， 请问是否需要用到向量数据库？以及什么时候需要用到向量数据库？", "id": 178}
{"title": "huggingface模型引用问题", "file": "2023-05-22.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/427", "detail": "它最近似乎变成了一个Error？", "id": 179}
{"title": "你好，加载本地txt文件出现这个killed错误，TXT文件有100M左右大小。原因是？谢谢。", "file": "2023-05-22.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/429", "detail": "<img width=\"677\" alt=\"929aca3b22b8cd74e997a87b61d241b\" src=\"https://github.com/imClumsyPanda/langchain-ChatGLM/assets/109277248/24024522-c884-4170-b5cf-a498491bd8bc\">", "id": 180}
{"title": "想请问一下，关于对本地知识的管理是如何管理？例如：通过http API接口添加数据 或者 删除某条数据", "file": "2023-05-22.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/430", "detail": "例如：通过http API接口添加、删除、修改 某条数据。", "id": 181}
{"title": "[FEATURE] 双栏pdf识别问题", "file": "2023-05-22.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/432", "detail": "试了一下模型，感觉对单栏pdf识别的准确性较高，但是由于使用的基本是ocr的技术，对一些双栏pdf论文识别出来有很多问题，请问有什么办法改善吗？", "id": 182}
{"title": "部署启动小问题，小弟初学求大佬解答", "file": "2023-05-22.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/433", "detail": "1.python loader/image_loader.py时，提示ModuleNotFoundError: No module named 'configs'，但是跑python webui.py还是还能跑", "id": 183}
{"title": "能否支持检测到目录下文档有增加而去增量加载文档，不影响前台对话，其实就是支持读写分离。如果能支持查询哪些文档向量化了，删除过时文档等就更好了，谢谢。", "file": "2023-05-22.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/434", "detail": "**功能描述 / Feature Description**", "id": 184}
{"title": "[BUG] 简洁阐述问题 / windows 下cuda错误，请用https://github.com/Keith-Hon/bitsandbytes-windows.git", "file": "2023-05-22.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/435", "detail": "pip install git+https://github.com/Keith-Hon/bitsandbytes-windows.git", "id": 185}
{"title": "[BUG] from commit 33bbb47, Required library version not found: libbitsandbytes_cuda121_nocublaslt.so. Maybe you need to compile it from source?", "file": "2023-05-23.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/438", "detail": "**问题描述 / Problem Description**", "id": 186}
{"title": "[BUG] 简洁阐述问题 / Concise description of the issue上传60m的txt文件报错，显示超时，请问这个能上传的文件大小有限制吗", "file": "2023-05-23.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/439", "detail": "ERROR 2023-05-23 11:13:09,627-1d: Timeout reached while detecting encoding for ./docs/GLM模型格式数据.txt", "id": 187}
{"title": "[BUG] TypeError: issubclass() arg 1 must be a class", "file": "2023-05-23.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/440", "detail": "**问题描述**", "id": 188}
{"title": "执行python3 webui.py后，一直提示”模型未成功加载，请到页面左上角\"模型配置\"选项卡中重新选择后点击\"加载模型\"按钮“", "file": "2023-05-23.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/441", "detail": "**问题描述 / Problem Description**", "id": 189}
{"title": "是否能提供网页文档得导入支持", "file": "2023-05-23.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/444", "detail": "现在很多都是在线文档作为协作得工具，所以通过URL导入在线文档需求更大", "id": 190}
{"title": "[BUG] history 索引问题", "file": "2023-05-23.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/445", "detail": "在比较对话框的history和模型chat function 中的history时， 发现并不匹配，在传入 llm._call 时，history用的索引是不是有点问题，导致上一轮对话的内容并不输入给模型。", "id": 191}
{"title": "[BUG] moss_llm没有实现", "file": "2023-05-23.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/447", "detail": "有些方法没支持，如history_len", "id": 192}
{"title": "请问langchain-ChatGLM如何删除一条本地知识库的数据？", "file": "2023-05-23.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/448", "detail": "例如：用户刚刚提交了一条错误的数据到本地知识库中了，现在如何在本地知识库从找到，并且对此删除。", "id": 193}
{"title": "[BUG] 简洁阐述问题 / UnboundLocalError: local variable 'resp' referenced before assignment", "file": "2023-05-24.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/450", "detail": "在最新一版的代码中， 运行api.py 出现了以上错误（UnboundLocalError: local variable 'resp' referenced before assignment）， 通过debug的方式观察到local_doc_qa.llm.generatorAnswer(prompt=question, history=history,streaming=True)可能不返回任何值。", "id": 194}
{"title": "请问有没有 PROMPT_TEMPLATE 能让模型不回答敏感问题", "file": "2023-05-24.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/452", "detail": "## PROMPT_TEMPLATE问题", "id": 195}
{"title": "[BUG] 测试环境 Python 版本有误", "file": "2023-05-24.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/456", "detail": "**问题描述 / Problem Description**", "id": 196}
{"title": "[BUG] webui 部署后样式不正确", "file": "2023-05-24.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/458", "detail": "**问题描述 / Problem Description**", "id": 197}
{"title": "配置默认LLM模型的问题", "file": "2023-05-24.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/459", "detail": "**问题描述 / Problem Description**", "id": 198}
{"title": "[FEATURE]是时候更新一下autoDL的镜像了", "file": "2023-05-24.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/460", "detail": "如题，跑了下autoDL的镜像，发现是4.27号的，git pull新版本的代码功能+老的依赖环境，各种奇奇怪怪的问题。", "id": 199}
{"title": "[BUG] tag:0.1.13 以cpu模式下，想使用本地模型无法跑起来，各种路径参数问题", "file": "2023-05-24.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/462", "detail": "-------------------------------------------------------------------------------", "id": 200}
{"title": "[BUG] 有没有同学遇到过这个错！！！加载本地txt文件出现这个killed错误，TXT文件有100M左右大小。", "file": "2023-05-25.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/463", "detail": "运行cli_demo.py。是本地的txt文件太大了吗？100M左右。", "id": 201}
{"title": "API版本能否提供WEBSOCKET的流式接口", "file": "2023-05-25.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/464", "detail": "webui 版本中，采用了WS的流式输出，整体感知反应很快", "id": 202}
{"title": "[BUG] 安装bug记录", "file": "2023-05-25.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/465", "detail": "按照[install文档](https://github.com/imClumsyPanda/langchain-ChatGLM/blob/master/docs/INSTALL.md)安装的，", "id": 203}
{"title": "VUE的pnmp i执行失败的修复-用npm i命令即可", "file": "2023-05-25.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/466", "detail": "感谢作者！非常棒的应用，用的很开心。", "id": 204}
{"title": "请教个问题，有没有人知道cuda11.4是否支持？？？", "file": "2023-05-25.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/467", "detail": "请教个问题，有没有人知道cuda11.4是否支持？？？", "id": 205}
{"title": "请问有实现多轮问答中基于问题的搜索上下文关联么", "file": "2023-05-25.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/468", "detail": "在基于知识库的多轮问答中，第一个问题讲述了一个主题，后续的问题描述没有包含这个主题的关键词，但又存在上下文的关联。如果用后续问题去搜索知识库有可能会搜索出无关的信息，从而导致大模型无法正确回答问题。请问这个项目要考虑这种情况吗？", "id": 206}
{"title": "[BUG] 内存不足的问题", "file": "2023-05-26.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/470", "detail": "我用了本地的chatglm-6b-int4模型，然后显示了内存不足（win10+32G内存+1080ti11G），一般需要多少内存才足够？这个bug应该如何解决？", "id": 207}
{"title": "[BUG] 纯内网环境安装pycocotools失败", "file": "2023-05-26.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/472", "detail": "**问题描述 / Problem Description**", "id": 208}
{"title": "[BUG] webui.py 重新加载模型会导致 KeyError", "file": "2023-05-26.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/473", "detail": "**问题描述 / Problem Description**", "id": 209}
{"title": "chatyuan无法使用", "file": "2023-05-26.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/475", "detail": "**问题描述 / Problem Description**", "id": 210}
{"title": "[BUG] 文本分割模型AliTextSplitter存在bug，会把“.”作为分割符", "file": "2023-05-26.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/476", "detail": "阿里达摩院的语义分割模型存在bug，默认会把\".”作为分割符进行分割而不管上下文语义。是否还有其他分割符则未知。建议的修改方案：把“.”统一替换为其他字符，分割后再替换回来。或者添加其他分割模型。", "id": 211}
{"title": "[BUG] RuntimeError: Error in faiss::FileIOReader::FileIOReader(const char*) a", "file": "2023-05-27.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/479", "detail": "**问题描述 / Problem Description**", "id": 212}
{"title": "[FEATURE] 安装，为什么conda create要额外指定路径 用-p ，而不是默认的/envs下面", "file": "2023-05-28.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/481", "detail": "##**功能描述 / Feature Description**", "id": 213}
{"title": "[小白求助] 通过Anaconda执行webui.py后，无法打开web链接", "file": "2023-05-28.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/485", "detail": "在执行webui.py命令后，http://0.0.0.0:7860复制到浏览器后无法打开，显示“无法访问此网站”。", "id": 214}
{"title": "[BUG] 使用 p-tuningv2后的模型，重新加载报错", "file": "2023-05-29.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/486", "detail": "把p-tunningv2训练完后的相关文件放到了p-tunningv2文件夹下，勾选使用p-tuningv2点重新加载模型，控制台输错错误信息：", "id": 215}
{"title": "[小白求助] 服务器上执行webui.py后，在本地无法打开web链接", "file": "2023-05-29.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/487", "detail": "此项目执行在xxx.xx.xxx.xxx服务器上，我在webui.py上的代码为 (demo", "id": 216}
{"title": "[FEATURE] 能不能支持VisualGLM-6B", "file": "2023-05-29.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/488", "detail": "**功能描述 / Feature Description**", "id": 217}
{"title": "你好，问一下各位，后端api部署的时候，支持多用户同时问答吗？？？", "file": "2023-05-29.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/489", "detail": "支持多用户的话，最多支持多少用户问答？根据硬件而定吧？", "id": 218}
{"title": "V100GPU显存占满，而利用率却为0，这是为什么？", "file": "2023-05-29.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/491", "detail": "<img width=\"731\" alt=\"de45fe2b6cb76fa091b6e8f76a3de60\" src=\"https://github.com/imClumsyPanda/langchain-ChatGLM/assets/109277248/c32efd52-7dbf-4e9b-bd4d-0944d73d0b8b\">", "id": 219}
{"title": "[求助] 如果在公司内部搭建产品知识库，使用INT-4模型，200人规模需要配置多少显存的服务器？", "file": "2023-05-29.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/492", "detail": "如题，计划给公司搭一个在线知识库。", "id": 220}
{"title": "你好，请教个问题，目前问答回复需要20秒左右，如何提高速度？V10032G服务器。", "file": "2023-05-29.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/493", "detail": "**问题描述 / Problem Description**", "id": 221}
{"title": "[FEATURE] 如何实现只匹配下文，而不要上文的结果", "file": "2023-05-29.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/494", "detail": "在构建自己的知识库时，主要采用问答对的形式，那么也就是我需要的回答是在我的问题下面的内容，但是目前设置了chunk_size的值以后匹配的是上下文的内容，但我实际并不需要上文的。为了实现更完整的展示下面的答案，我只能调大chunk_size的值，但实际上上文的一半内容都是我不需要的。也就是扔了一半没用的东西给prompt，在faiss.py中我也没找到这块的一些描述，请问该如何进行修改呢？", "id": 222}
{"title": "你好，问一下，我调用api.py部署，为什么用ip加端口可以使用postman调用，而改为域名使用postman无法调用？", "file": "2023-05-30.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/497", "detail": "![5ufBSWxLyF](https://github.com/imClumsyPanda/langchain-ChatGLM/assets/109277248/70e2fbac-5699-48d0-b0d1-3dc84fd042c2)", "id": 223}
{"title": "调用api.py中的stream_chat，返回source_documents中出现中文乱码。", "file": "2023-05-30.04", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/498", "detail": "-------------------------------------------------------------------------------", "id": 224}
{"title": "[BUG] 捉个虫，api.py中的stream_chat解析json问题", "file": "2023-05-30.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/501", "detail": "**问题描述 / Problem Description**", "id": 225}
{"title": "windows本地部署遇到了omp错误", "file": "2023-05-31.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/502", "detail": "**问题描述 / Problem Description**", "id": 226}
{"title": "[BUG] bug14 ,\"POST /local_doc_qa/upload_file HTTP/1.1\" 422 Unprocessable Entity", "file": "2023-05-31.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/503", "detail": "上传的文件报错，返回错误，api.py", "id": 227}
{"title": "你好，请教个问题，api.py部署的时候，如何改为多线程调用？谢谢", "file": "2023-05-31.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/505", "detail": "目前的api.py脚本不支持多线程", "id": 228}
{"title": "你好，请教一下。api.py部署的时候，能不能提供给后端流失返回结果。", "file": "2023-05-31.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/507", "detail": "curl -X 'POST' \\", "id": 229}
{"title": "流式输出，流式接口，使用server-sent events技术。", "file": "2023-05-31.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/508", "detail": "想这样一样，https://blog.csdn.net/weixin_43228814/article/details/130063010", "id": 230}
{"title": "计划增加流式输出功能吗？ChatGLM模型通过api方式调用响应时间慢怎么破，Fastapi流式接口来解惑，能快速提升响应速度", "file": "2023-05-31.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/509", "detail": "**问题描述 / Problem Description**", "id": 231}
{"title": "[BUG] 知识库上传时发生ERROR (could not open xxx for reading: No such file or directory)", "file": "2023-05-31.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/510", "detail": "**问题描述 / Problem Description**", "id": 232}
{"title": "api.py脚本打算增加SSE流式输出吗？", "file": "2023-05-31.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/511", "detail": "curl调用的时候可以检测第一个字，从而提升回复的体验", "id": 233}
{"title": "[BUG] 使用tornado实现webSocket，可以多个客户端同时连接，并且实现流式回复，但是多个客户端同时使用，答案就很乱，是模型不支持多线程吗", "file": "2023-05-31.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/512", "detail": "import asyncio", "id": 234}
{"title": "支持 chinese_alpaca_plus_lora 吗 基于llama的", "file": "2023-06-01.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/514", "detail": "支持 chinese_alpaca_plus_lora 吗 基于llama的，https://github.com/ymcui/Chinese-LLaMA-Alpaca这个项目的", "id": 235}
{"title": "[BUG] 现在能读图片的pdf了，但是文字的pdf反而读不了了，什么情况？？？", "file": "2023-06-01.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/515", "detail": "**问题描述 / Problem Description**", "id": 236}
{"title": "在推理的过程中卡住不动，进程无法正常结束", "file": "2023-06-01.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/516", "detail": "**问题描述 / Problem Description**", "id": 237}
{"title": "curl调用的时候，从第二轮开始，curl如何传参可以实现多轮对话？", "file": "2023-06-01.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/517", "detail": "第一轮调用：", "id": 238}
{"title": "建议添加api.py部署后的日志管理功能？", "file": "2023-06-01.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/518", "detail": "-------------------------------------------------------------------------------", "id": 239}
{"title": "有大佬知道，怎么多线程部署api.py脚本吗？", "file": "2023-06-01.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/519", "detail": "api.py部署后，使用下面的请求，时间较慢，好像是单线程，如何改为多线程部署api.py：", "id": 240}
{"title": "[BUG] 上传文件到知识库 任何格式与内容都永远失败", "file": "2023-06-01.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/520", "detail": "上传知识库的时候，传txt无法解析，就算是穿content/sample里的样例txt也无法解析，上传md、pdf等都无法加载，会持续性等待，等到了超过30分钟也不行。", "id": 241}
{"title": "关于prompt_template的问题", "file": "2023-06-01.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/521", "detail": "请问这段prompt_template是什么意思，要怎么使用？可以给一个具体模板参考下吗？", "id": 242}
{"title": "[BUG] 简洁阐述问题 / Concise description of the issue", "file": "2023-06-01.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/522", "detail": "**问题描述 / Problem Description**", "id": 243}
{"title": "中文分词句号处理（关于表达金额之间的\".\"）", "file": "2023-06-02.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/523", "detail": "建议处理12.6亿元的这样的分词，最好别分成12 和6亿这样的，需要放到一起", "id": 244}
{"title": "ImportError: cannot import name 'inference' from 'paddle'", "file": "2023-06-02.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/526", "detail": "在网上找了一圈，有说升级paddle的，我做了还是没有用，有说安装paddlepaddle的，我找了豆瓣的镜像源，但安装报错cannot detect archive format", "id": 245}
{"title": "[BUG] webscoket 接口串行问题（/local_doc_qa/stream-chat/{knowledge_base_id}）", "file": "2023-06-02.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/527", "detail": "**问题描述 / Problem Description**", "id": 246}
{"title": "[FEATURE] 刷新页面更新知识库列表", "file": "2023-06-02.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/528", "detail": "**功能描述以及改进方案**", "id": 247}
{"title": "[BUG] 使用ptuning微调模型后，问答效果并不好", "file": "2023-06-02.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/530", "detail": "### 未调用ptuning", "id": 248}
{"title": "[BUG] 多轮对话效果不佳", "file": "2023-06-02.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/532", "detail": "在进行多轮对话的时候，无论设置的history_len是多少，效果都不好。事实上我将其设置成了最大值10，但在对话中，仍然无法实现多轮对话：", "id": 249}
{"title": "RuntimeError: MPS backend out of memory (MPS allocated: 18.00 GB, other allocations: 4.87 MB, max allowed: 18.13 GB)", "file": "2023-06-02.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/533", "detail": "**问题描述**", "id": 250}
{"title": " 请大家重视这个issue！真正使用肯定是多用户并发问答，希望增加此功能！！！", "file": "2023-06-02.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/534", "detail": "这得看你有多少显卡", "id": 251}
{"title": "在启动项目的时候如何使用到多张gpu啊？", "file": "2023-06-02.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/535", "detail": "**在启动项目的时候如何使用到多张gpu啊？**", "id": 252}
{"title": " 使用流式输出的时候，curl调用的格式是什么？", "file": "2023-06-02.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/536", "detail": "app.websocket(\"/local_doc_qa/stream-chat/{knowledge_base_id}\")(stream_chat)中的knowledge_base_id应该填什么？？？", "id": 253}
{"title": "使用本地 vicuna-7b模型启动错误", "file": "2023-06-02.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/538", "detail": "环境: ubuntu 22.04 cuda 12.1 没有安装nccl，使用rtx2080与m60显卡并行计算", "id": 254}
{"title": "为什么会不调用GPU直接调用CPU呢", "file": "2023-06-02.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/539", "detail": "我的阿里云配置是16G显存，用默认代码跑webui.py时提示", "id": 255}
{"title": "上传多个文件时会互相覆盖", "file": "2023-06-03.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/541", "detail": "1、在同一个知识库中上传多个文件时会互相覆盖，无法结合多个文档的知识，有大佬知道怎么解决吗？", "id": 256}
{"title": "[BUG] ‘gcc’不是内部或外部命令/LLM对话只能持续一轮", "file": "2023-06-03.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/542", "detail": "No compiled kernel found.", "id": 257}
{"title": "以API模式启动项目却没有知识库的接口列表？", "file": "2023-06-04.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/544", "detail": "请问如何获取知识库的接口列表？如果没有需要自行编写的话，可不可以提供相关的获取方式，感谢", "id": 258}
{"title": "程序以API模式启动的时候，如何才能让接口以stream模式被调用呢？", "file": "2023-06-05.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/546", "detail": "作者您好，我在以API模式进行程序启动后，我发现接口响应时间很长，怎么样才能让接口以stream模式被调用呢？我想实现像webui模式的回答那样", "id": 259}
{"title": "关于原文中表格转为文本后数据相关度问题。", "file": "2023-06-06.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/547", "detail": "原文中表格数据转换为文本，以 （X-Y：值；...） 的格式每一行组织成一句话，但这样做后发现相关度较低，效果很差，有何好的方案吗？", "id": 260}
{"title": "启动后LLM和知识库问答模式均只有最后一轮记录", "file": "2023-06-06.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/548", "detail": "拉取最新代码，问答时，每次页面只显示最后一次问答记录，需要修改什么参数才可以保留历史记录？", "id": 261}
{"title": "提供system message配置，以便于让回答不要超出知识库范围", "file": "2023-06-06.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/549", "detail": "**功能描述 / Feature Description**", "id": 262}
{"title": "[BUG] 使用p-tunningv2报错", "file": "2023-06-06.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/551", "detail": "按照readme的指示把p-tunningv2训练完后的文件放到了p-tunningv2文件夹下，勾选使用p-tuningv2点重新加载模型，控制台提示错误信息：", "id": 263}
{"title": "[BUG] 智障，这么多问题，也好意思放出来，浪费时间", "file": "2023-06-06.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/553", "detail": "。。。", "id": 264}
{"title": "[FEATURE] 我看代码文件中有一个ali_text_splitter.py，为什么不用他这个文本分割器了？", "file": "2023-06-06.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/554", "detail": "我看代码文件中有一个ali_text_splitter.py，为什么不用他这个文本分割器了？", "id": 265}
{"title": "加载文档函数报错", "file": "2023-06-06.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/557", "detail": "def load_file(filepath, sentence_size=SENTENCE_SIZE):", "id": 266}
{"title": "参考指引安装docker后，运行cli_demo.py，提示killed", "file": "2023-06-06.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/558", "detail": "root@b3d1bd08095c:/chatGLM# python3 cli_demo.py", "id": 267}
{"title": "注意：如果安装错误，注意这两个包的版本 wandb==0.11.0 protobuf==3.18.3", "file": "2023-06-06.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/559", "detail": "Error1: 如果启动异常报错 `protobuf` 需要更新到 `protobuf==3.18.3 `", "id": 268}
{"title": "知识库对长文的知识相关度匹配不太理想有何优化方向", "file": "2023-06-07.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/563", "detail": "我们可能录入一个文章有 1W 字，里面涉及这个文章主题的很多角度问题，我们针对他提问，他相关度匹配的内容和实际我们需要的答案相差很大怎么办。", "id": 269}
{"title": "使用stream-chat函数进行流式输出的时候，能使用curl调用吗？", "file": "2023-06-07.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/565", "detail": "为什么下面这样调用会报错？？？", "id": 270}
{"title": "有大佬实践过 并行 或者 多线程 的部署方案吗？", "file": "2023-06-07.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/566", "detail": "+1", "id": 271}
{"title": "多线程部署遇到问题？", "file": "2023-06-07.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/567", "detail": "<img width=\"615\" alt=\"3d87bf74f0cf1a4820cc9e46b245859\" src=\"https://github.com/imClumsyPanda/langchain-ChatGLM/assets/109277248/8787570d-88bd-434e-aaa4-cb9276d1aa50\">", "id": 272}
{"title": "[BUG] 用fastchat加载vicuna-13b模型进行知识库的问答有token的限制错误", "file": "2023-06-07.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/569", "detail": "当我开启fastchat的vicuna-13b的api服务，然后config那里配置好(api本地测试过可以返回结果)，然后知识库加载好之后(知识库大概有1000多个文档，用chatGLM可以正常推理)，进行问答时出现token超过限制，就问了一句hello；", "id": 273}
{"title": "现在的添加知识库，文件多了总是报错，也不知道自己加载了哪些文件，报错后也不知道是全部失败还是一部分成功；希望能有个加载指定文件夹作为知识库的功能", "file": "2023-06-07.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/574", "detail": "**功能描述 / Feature Description**", "id": 274}
{"title": "[BUG] moss模型本地加载报错", "file": "2023-06-08.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/577", "detail": "moss模型本地加载报错：", "id": 275}
{"title": "加载本地moss模型报错Can't instantiate abstract class MOSSLLM with abstract methods _history_len", "file": "2023-06-08.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/578", "detail": "(vicuna) ps@ps[13:56:20]:/data/chat/langchain-ChatGLM2/langchain-ChatGLM-0.1.13$ python webui.py --model-dir local_models --model moss --no-remote-model", "id": 276}
{"title": "[FEATURE] 能增加在前端页面控制prompt_template吗？或是能支持前端页面选择使用哪个prompt？", "file": "2023-06-08.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/579", "detail": "目前只能在config里修改一个prompt，想在多个不同场景切换比较麻烦", "id": 277}
{"title": "[BUG] streamlit ui的bug，在增加知识库时会报错", "file": "2023-06-08.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/580", "detail": "**问题描述 / Problem Description**", "id": 278}
{"title": "[FEATURE] webui/webui_st可以支持history吗？目前仅能一次对话", "file": "2023-06-08.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/581", "detail": "试了下webui和webui_st都不支持历史对话啊，只能对话一次，不能默认开启所有history吗？", "id": 279}
{"title": "启动python cli_demo.py --model chatglm-6b-int4-qe报错", "file": "2023-06-09.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/585", "detail": "下载好模型，和相关依赖环境，之间运行`python cli_demo.py --model chatglm-6b-int4-qe`报错了：", "id": 280}
{"title": "重新构建知识库报错", "file": "2023-06-09.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/586", "detail": "**问题描述 / Problem Description**", "id": 281}
{"title": "[FEATURE] 能否屏蔽paddle，我不需要OCR，效果差依赖环境还很复杂", "file": "2023-06-09.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/587", "detail": "希望能不依赖paddle", "id": 282}
{"title": "question ：文档向量化这个可以自己手动实现么？", "file": "2023-06-09.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/589", "detail": "现有公司级数据500G+，需要使用这个功能，请问如何手动实现这个向量化，然后并加载", "id": 283}
{"title": "view前端能进行流式的返回吗？？", "file": "2023-06-09.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/590", "detail": "view前端能进行流式的返回吗？？", "id": 284}
{"title": "[BUG] Load parallel cpu kernel failed, using default cpu kernel code", "file": "2023-06-11.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/594", "detail": "**问题描述 / Problem Description**", "id": 285}
{"title": "[BUG] 简洁阐述问题 / Concise description of the issue", "file": "2023-06-11.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/595", "detail": "**问题描述 / Problem Description**", "id": 286}
{"title": "我在上传本地知识库时提示KeyError: 'name'错误，本地知识库都是.txt文件，文件数量大约是2000+。", "file": "2023-06-12.05", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/597", "detail": "<img width=\"649\" alt=\"KError\" src=\"https://github.com/imClumsyPanda/langchain-ChatGLM/assets/59411575/1ecc8182-aeee-4a0a-bbc3-74c2f1373f2d\">", "id": 287}
{"title": "model_config.py中有vicuna-13b-hf模型的配置信息，但是好像还是不可用？", "file": "2023-06-12.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/600", "detail": "@dongyihua543", "id": 288}
{"title": "ImportError: Using SOCKS proxy, but the 'socksio' package is not installed. Make sure to install httpx using `pip install httpx[socks]`.", "file": "2023-06-12.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/605", "detail": "应该代理问题，但是尝试了好多方法都解决不了，", "id": 289}
{"title": "[BUG] similarity_search_with_score_by_vector在找不到匹配的情况下出错", "file": "2023-06-12.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/607", "detail": "在设置匹配阈值 VECTOR_SEARCH_SCORE_THRESHOLD 的情况下，vectorstore会返回空，此时上述处理函数会出错", "id": 290}
{"title": "[FEATURE] 请问如何搭建英文知识库呢", "file": "2023-06-12.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/609", "detail": "**功能描述 / Feature Description**", "id": 291}
{"title": "谁有vicuna权重？llama转换之后的", "file": "2023-06-13.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/611", "detail": "**问题描述 / Problem Description**", "id": 292}
{"title": "[FEATURE] API能实现上传文件夹的功能么？", "file": "2023-06-13.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/612", "detail": "用户懒得全选所有的文件，就想上传个文件夹，请问下API能实现这个功能么？", "id": 293}
{"title": "请问在多卡部署后，上传单个文件作为知识库，用的是单卡在生成向量还是多卡？", "file": "2023-06-13.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/614", "detail": "目前我检测我本地多卡部署的，好像生成知识库向量的时候用的还是单卡", "id": 294}
{"title": "[BUG] python webui.py提示非法指令", "file": "2023-06-13.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/615", "detail": "(/data/conda-langchain [root@chatglm langchain-ChatGLM]# python webui.py", "id": 295}
{"title": "知识库文件跨行切分问题", "file": "2023-06-13.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/616", "detail": "我的知识库文件txt文件，是一行一条知识，用\\n分行。", "id": 296}
{"title": "[FEATURE] bing搜索问答有流式的API么？", "file": "2023-06-13.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/617", "detail": "web端是有这个bing搜索回答，但api接口没有发现，大佬能给个提示么？", "id": 297}
{"title": "希望出一个macos m2的安装教程", "file": "2023-06-14.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/620", "detail": "mac m2安装，模型加载成功了，知识库文件也上传成功了，但是一问答就会报错，报错内容如下", "id": 298}
{"title": "为【出处】提供高亮显示", "file": "2023-06-14.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/621", "detail": "具体出处里面，对相关的内容高亮显示，不包含前后文。", "id": 299}
{"title": "[BUG] CPU运行cli_demo.py，不回答，hang住", "file": "2023-06-14.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/622", "detail": "没有GPU；32G内存的ubuntu机器。", "id": 300}
{"title": "关于删除知识库里面的文档后，LLM知识库对话的时候还是会返回该被删除文档的内容", "file": "2023-06-14.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/623", "detail": "如题，在vue前端成功执行删除知识库里面文档A.txt后，未能也在faiss索引中也删除该文档，LLM还是会返回这个A.txt的内容，并且以A.txt为出处，未能达到删除的效果", "id": 301}
{"title": "[BUG] 调用知识库进行问答,显存会一直叠加", "file": "2023-06-14.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/625", "detail": "14G的显存,调用的chatglm-6b-int8模型,进行知识库问答时,最多问答四次就会爆显存了,观察了一下显存使用情况,每一次使用就会增加一次显存,请问这样是正常的吗?是否有什么配置需要开启可以解决这个问题?例如进行一次知识库问答清空上次问题的显存?", "id": 302}
{"title": "[BUG] web页面 重新构建数据库 失败，导致 原来的上传的数据库都没了", "file": "2023-06-14.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/626", "detail": "web页面 重新构建数据库 失败，导致 原来的上传的数据库都没了", "id": 303}
{"title": "在CPU上运行webui.py报错Tensor on device cpu is not on the expected device meta!", "file": "2023-06-14.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/627", "detail": "在CPU上运行python webui.py能启动，但最后有：RuntimeError: Tensor on device cpu is not on the expected device meta!", "id": 304}
{"title": "OSError: [WinError 1114] 动态链接库(DLL)初始化例程失败。 Error loading \"E:\\xxx\\envs\\langchain\\lib\\site-packages\\torch\\lib\\caffe2_nvrtc.dll\" or one of its dependencies.哪位大佬知道如何解决吗？", "file": "2023-06-14.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/629", "detail": "**问题描述 / Problem Description**", "id": 305}
{"title": "[BUG] WEBUI删除知识库文档，会导致知识库问答失败", "file": "2023-06-15.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/632", "detail": "如题，从知识库已有文件中选择要删除的文件，点击删除后，在问答框输入内容回车报错", "id": 306}
{"title": "更新后的版本中，删除知识库中的文件，再提问出现error错误", "file": "2023-06-15.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/634", "detail": "针对更新版本，识别到一个问题，过程如下：", "id": 307}
{"title": "我配置好了环境，想要实现本地知识库的问答？可是它返回给我的", "file": "2023-06-15.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/637", "detail": "没有总结，只有相关度的回复，但是我看演示里面表现的，回复是可以实现总结的，我去查询代码", "id": 308}
{"title": "[BUG] NPM run dev can not successfully start the VUE frontend", "file": "2023-06-15.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/638", "detail": "**问题描述 / Problem Description**", "id": 309}
{"title": "[BUG] 简洁阐述问题 / Concise description of the issue", "file": "2023-06-15.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/639", "detail": "**问题描述 / Problem Description**", "id": 310}
{"title": "提一个模型加载的bug，我在截图中修复了，你们有空可以看一下。", "file": "2023-06-15.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/642", "detail": "![model_load_bug](https://github.com/imClumsyPanda/langchain-ChatGLM/assets/59411575/4432adc4-ccdd-45d9-aafc-5f2d1963403b)", "id": 311}
{"title": "[求助]关于设置embedding model路径的问题", "file": "2023-06-16.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/643", "detail": "如题，我之前成功跑起来过一次，但因环境丢失重新配置 再运行webui就总是报错", "id": 312}
{"title": "Lora微调后的模型可以直接使用吗", "file": "2023-06-16.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/646", "detail": "看model_config.py里是有USE_LORA这个参数的，但是在cli_demo.py和webui.py这两个里面都没有用到，实际测试下来模型没有微调的效果，想问问现在这个功能实现了吗", "id": 313}
{"title": "write_check_file在tmp_files目录下生成的load_file.txt是否需要一直保留，占用空间很大，在建完索引后能否删除", "file": "2023-06-16.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/647", "detail": "**功能描述 / Feature Description**", "id": 314}
{"title": "[BUG] /local_doc_qa/list_files?knowledge_base_id=test删除知识库bug", "file": "2023-06-16.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/649", "detail": "1.新建test知识库并上传文件（在vue前端完成并检查后端发现确实生成了test文件夹以及下面的content和vec_store", "id": 315}
{"title": "[BUG] vue webui无法加载知识库", "file": "2023-06-16.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/650", "detail": "拉取了最新的代码，分别运行了后端api和前端web，点击知识库，始终只能显示simple，无法加载知识库", "id": 316}
{"title": "不能本地加载moss模型吗？", "file": "2023-06-16.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/652", "detail": "手动下载模型设置local_model_path路径依旧提示缺少文件，该如何正确配置？", "id": 317}
{"title": "macos m2 pro docker 安装失败", "file": "2023-06-17.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/654", "detail": "macos m2 pro docker 安装失败", "id": 318}
{"title": " [BUG] mac m1 pro 运行提示 zsh: segmentation fault", "file": "2023-06-17.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/655", "detail": "运行： python webui.py", "id": 319}
{"title": "安装 requirements 报错", "file": "2023-06-17.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/656", "detail": "(langchainchatglm) D:\\github\\langchain-ChatGLM>pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple/", "id": 320}
{"title": "[BUG] AssertionError", "file": "2023-06-17.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/658", "detail": "**问题描述 / Problem Description**", "id": 321}
{"title": "[FEATURE] 支持AMD win10 本地部署吗？", "file": "2023-06-18.06", "url": "https://github.com/imClumsyPanda/langchain-ChatGLM/issues/660", "detail": "**功能描述 / Feature Description**", "id": 322}
requirements.txt
...@@ -33,5 +33,4 @@ numpy~=1.23.5 ...@@ -33,5 +33,4 @@ numpy~=1.23.5
tqdm~=4.65.0 tqdm~=4.65.0
requests~=2.28.2 requests~=2.28.2
tenacity~=8.2.2 tenacity~=8.2.2
# 默认下载的charset_normalizer模块版本过高会抛出，`artially initialized module 'charset_normalizer' has no attribute 'md__mypyc' (most likely due to a circular import)`
charset_normalizer==2.1.0 charset_normalizer==2.1.0
\ No newline at end of file
test/textsplitter/test_zh_title_enhance.py 0 → 100644
from configs.model_config import *
from langchain.embeddings.huggingface import HuggingFaceEmbeddings
import nltk
from vectorstores import MyFAISS
from chains.local_doc_qa import load_file
nltk.data.path = [NLTK_DATA_PATH] + nltk.data.path
if __name__ == "__main__":
filepath = os.path.join(os.path.dirname(os.path.dirname(os.path.dirname(__file__))),
"knowledge_base", "samples", "content", "test.txt")
embeddings = HuggingFaceEmbeddings(model_name=embedding_model_dict[EMBEDDING_MODEL],
model_kwargs={'device': EMBEDDING_DEVICE})
docs = load_file(filepath, using_zh_title_enhance=True)
vector_store = MyFAISS.from_documents(docs, embeddings)
query = "指令提示技术有什么示例"
search_result = vector_store.similarity_search(query)
print(search_result)
pass
textsplitter/__init__.py
from .chinese_text_splitter import ChineseTextSplitter from .chinese_text_splitter import ChineseTextSplitter
from .ali_text_splitter import AliTextSplitter from .ali_text_splitter import AliTextSplitter
from .zh_title_enhance import zh_title_enhance
\ No newline at end of file
textsplitter/zh_title_enhance.py 0 → 100644
from langchain.docstore.document import Document
import re
def under_non_alpha_ratio(text: str, threshold: float = 0.5):
"""Checks if the proportion of non-alpha characters in the text snippet exceeds a given
threshold. This helps prevent text like "-----------BREAK---------" from being tagged
as a title or narrative text. The ratio does not count spaces.
Parameters
----------
text
The input string to test
threshold
If the proportion of non-alpha characters exceeds this threshold, the function
returns False
"""
if len(text) == 0:
return False
alpha_count = len([char for char in text if char.strip() and char.isalpha()])
total_count = len([char for char in text if char.strip()])
try:
ratio = alpha_count / total_count
return ratio < threshold
except:
return False
def is_possible_title(
text: str,
title_max_word_length: int = 20,
non_alpha_threshold: float = 0.5,
) -> bool:
"""Checks to see if the text passes all of the checks for a valid title.
Parameters
----------
text
The input text to check
title_max_word_length
The maximum number of words a title can contain
non_alpha_threshold
The minimum number of alpha characters the text needs to be considered a title
"""
# 文本长度为0的话，肯定不是title
if len(text) == 0:
print("Not a title. Text is empty.")
return False
# 文本中有标点符号，就不是title
ENDS_IN_PUNCT_PATTERN = r"[^\w\s]\Z"
ENDS_IN_PUNCT_RE = re.compile(ENDS_IN_PUNCT_PATTERN)
if ENDS_IN_PUNCT_RE.search(text) is not None:
return False
# 文本长度不能超过设定值，默认20
# NOTE(robinson) - splitting on spaces here instead of word tokenizing because it
# is less expensive and actual tokenization doesn't add much value for the length check
if len(text) > title_max_word_length:
return False
# 文本中数字的占比不能太高，否则不是title
if under_non_alpha_ratio(text, threshold=non_alpha_threshold):
return False
# NOTE(robinson) - Prevent flagging salutations like "To My Dearest Friends," as titles
if text.endswith((",", ".", "，", "。")):
return False
if text.isnumeric():
print(f"Not a title. Text is all numeric:\n\n{text}") # type: ignore
return False
# 开头的字符内应该有数字，默认5个字符内
if len(text) < 5:
text_5 = text
else:
text_5 = text[:5]
alpha_in_text_5 = sum(list(map(lambda x: x.isnumeric(), list(text_5))))
if not alpha_in_text_5:
return False
return True
def zh_title_enhance(docs: Document) -> Document:
title = None
if len(docs) > 0:
for doc in docs:
if is_possible_title(doc.page_content):
doc.metadata['category'] = 'cn_Title'
title = doc.page_content
elif title:
doc.page_content = f"下文与({title})有关。{doc.page_content}"
return docs
else:
print("文件不存在")
vectorstores/MyFAISS.py
...@@ -6,6 +6,8 @@ from langchain.docstore.base import Docstore ...@@ -6,6 +6,8 @@ from langchain.docstore.base import Docstore
from langchain.docstore.document import Document from langchain.docstore.document import Document
import numpy as np import numpy as np
import copy import copy
import os
from configs.model_config import *
class MyFAISS(FAISS, VectorStore): class MyFAISS(FAISS, VectorStore):
...@@ -22,6 +24,9 @@ class MyFAISS(FAISS, VectorStore): ...@@ -22,6 +24,9 @@ class MyFAISS(FAISS, VectorStore):
docstore=docstore, docstore=docstore,
index_to_docstore_id=index_to_docstore_id, index_to_docstore_id=index_to_docstore_id,
normalize_L2=normalize_L2) normalize_L2=normalize_L2)
self.score_threshold=VECTOR_SEARCH_SCORE_THRESHOLD
self.chunk_size = CHUNK_SIZE
self.chunk_conent = False
def seperate_list(self, ls: List[int]) -> List[List[int]]: def seperate_list(self, ls: List[int]) -> List[List[int]]:
# TODO: 增加是否属于同一文档的判断 # TODO: 增加是否属于同一文档的判断
...@@ -117,8 +122,10 @@ class MyFAISS(FAISS, VectorStore): ...@@ -117,8 +122,10 @@ class MyFAISS(FAISS, VectorStore):
try: try:
if isinstance(source, str): if isinstance(source, str):
ids = [k for k, v in self.docstore._dict.items() if v.metadata["source"] == source] ids = [k for k, v in self.docstore._dict.items() if v.metadata["source"] == source]
vs_path = os.path.join(os.path.split(os.path.split(source)[0])[0], "vector_store")
else: else:
ids = [k for k, v in self.docstore._dict.items() if v.metadata["source"] in source] ids = [k for k, v in self.docstore._dict.items() if v.metadata["source"] in source]
vs_path = os.path.join(os.path.split(os.path.split(source[0])[0])[0], "vector_store")
if len(ids) == 0: if len(ids) == 0:
return f"docs delete fail" return f"docs delete fail"
else: else:
...@@ -126,6 +133,9 @@ class MyFAISS(FAISS, VectorStore): ...@@ -126,6 +133,9 @@ class MyFAISS(FAISS, VectorStore):
index = list(self.index_to_docstore_id.keys())[list(self.index_to_docstore_id.values()).index(id)] index = list(self.index_to_docstore_id.keys())[list(self.index_to_docstore_id.values()).index(id)]
self.index_to_docstore_id.pop(index) self.index_to_docstore_id.pop(index)
self.docstore._dict.pop(id) self.docstore._dict.pop(id)
# TODO: 从 self.index 中删除对应id
# self.index.reset()
self.save_local(vs_path)
return f"docs delete success" return f"docs delete success"
except Exception as e: except Exception as e:
print(e) print(e)
......
views/Dockerfile
...@@ -15,7 +15,7 @@ COPY . /app ...@@ -15,7 +15,7 @@ COPY . /app
RUN pnpm run build RUN pnpm run build
FROM frontend AS final
COPY --from=frontend /app/dist /app/public COPY --from=frontend /app/dist /app/public
......
views/src/api/chat.ts
...@@ -63,3 +63,18 @@ export const web_url = () => { ...@@ -63,3 +63,18 @@ export const web_url = () => {
export const setapi = () => { export const setapi = () => {
return window.baseApi return window.baseApi
} }
export const getkblist = (knowledge_base_id: any) => {
return api({
url: '/local_doc_qa/list_knowledge_base',
method: 'get',
params: {},
})
}
export const deletekb = (params: any) => {
return api({
url: '/local_doc_qa/delete_knowledge_base',
method: 'post',
data: JSON.stringify(params),
})
}
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